Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes...

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Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6 th Summer-School Havanna - ISSEM 2008 Sep. 22 th - Oct. 2 th Prof. Kurt Helmes Sequences and Series

Transcript of Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes...

Page 1: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Lectures 1 & 2 :

Sequences and Series

Prof. Kurt Helmes

Institute of Operations Research

Humboldt-University of Berlin

6th Summer-School Havanna - ISSEM 2008

Sep. 22th - Oct. 2th

Prof. Kurt Helmes Sequences and Series

Page 2: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Table of content

Part 1: Sequences

Part 2: Series

Prof. Kurt Helmes Sequences and Series

Page 3: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Table of content

Part 1: Sequences

Part 2: Series

Prof. Kurt Helmes Sequences and Series

Page 4: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

1 Sequences

Prof. Kurt Helmes Sequences and Series

Page 5: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Part 1.1

Definition of Sequences

Prof. Kurt Helmes Sequences and Series

Page 6: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: Sequences

A sequence is a function, which is only “fed”with natural numbers:

n 7→ a(n) =: an n ∈ N0 = {0, 1, 2, 3, . . . }

(a possibility: n is an element of an infinite subset of N)

Prof. Kurt Helmes Sequences and Series

Page 7: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: Sequences

A sequence is a function, which is only “fed”with natural numbers:

n 7→ a(n) =: an n ∈ N0 = {0, 1, 2, 3, . . . }

(a possibility: n is an element of an infinite subset of N)

Prof. Kurt Helmes Sequences and Series

Page 8: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Remark:

In many economic andbusiness type applications the

variable n is understood to referto a time point/index.

Prof. Kurt Helmes Sequences and Series

Page 9: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Ways to describe sequences:

• by a table of values:table of values(a1, a2, a3, ..., an)

• by a transformation ruleww� ww�explicit recursive

Prof. Kurt Helmes Sequences and Series

Page 10: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Ways to describe sequences:

• by a table of values:table of values(a1, a2, a3, ..., an)

• by a transformation ruleww� ww�explicit recursive

Prof. Kurt Helmes Sequences and Series

Page 11: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of explicit definitions:

an = a(n) = n2, n = 0, 1, 2, 3, . . .

Prof. Kurt Helmes Sequences and Series

Page 12: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of explicit definitions:

an = a(n) = n2, n = 0, 1, 2, 3, . . .

Prof. Kurt Helmes Sequences and Series

Page 13: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of explicit definitions:

Growth of an initial capital K0,with compound interest; the annualinterest rate is p%.

Kn =(1 + p

100

)n · K0, n = 0, 1, 2, 3, . . .

Prof. Kurt Helmes Sequences and Series

Page 14: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of explicit definitions:

Growth of an initial capital K0,with compound interest; the annualinterest rate is p%.

Kn =(1 + p

100

)n · K0, n = 0, 1, 2, 3, . . .

Prof. Kurt Helmes Sequences and Series

Page 15: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of explicit definitions:

f .i . : Kn =(

1 +p

100

)n· K0, n = 0, 1, 2, 3, . . .

K0 = 100p = 7 %yKn = 100 · 1, 07n

n = 0, 1, 2, ..., 24

Prof. Kurt Helmes Sequences and Series

Page 16: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of explicit definitions:

f .i . : Kn =(

1 +p

100

)n· K0, n = 0, 1, 2, 3, . . .

K0 = 100p = 7 %yKn = 100 · 1, 07n

n = 0, 1, 2, ..., 24

Prof. Kurt Helmes Sequences and Series

Page 17: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of explicit definitions:

f .i . : Kn =(

1 +p

100

)n· K0, n = 0, 1, 2, 3, . . .

K0 = 100p = 7 %yKn = 100 · 1, 07n

n = 0, 1, 2, ..., 24

Prof. Kurt Helmes Sequences and Series

Page 18: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of a recursive definition:

an+1 = −0.9an + 0.6, a0 = 1, n = 0, 1, 2, 3, . . .

Prof. Kurt Helmes Sequences and Series

Page 19: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of a recursive definition:

an+1 = −0.9an + 0.6, a0 = 1, n = 0, 1, 2, 3, . . .

Prof. Kurt Helmes Sequences and Series

Page 20: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of a recursive definition:

(see Newton’s method, lectures 5&6):

The sequence of numbers (an)n≥0 whichis definded by the formula:

an+1 = an

2 + 1an

a0 6= 0 any fixed number

Prof. Kurt Helmes Sequences and Series

Page 21: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of tables of values:

The gross national product of Germany 1980 - 1990:

Year real GDP (in Trillion DM)

1980 2.026

1981 2.026

1982 2.004

1983 2.045

1984 2.108

1985 2.149

1986 2.199

1987 2.233

1988 2.314

1989 2.411

1990 2.544Source: Deutsche Bundesbank

Prof. Kurt Helmes Sequences and Series

Page 22: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of tables of values:

The gross national product of Germany 1980 - 1990:

Year real GDP (in Trillion DM)

1980 2.026

1981 2.026

1982 2.004

1983 2.045

1984 2.108

1985 2.149

1986 2.199

1987 2.233

1988 2.314

1989 2.411

1990 2.544Source: Deutsche Bundesbank

Prof. Kurt Helmes Sequences and Series

Page 23: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of tables of values:

The values of the German stock index for 1999;d1 = Jan.-DAX1999 is the first value of the finite sequence.

Januar Februar Marz April Mai Juni Juli August September Oktober November

5137 5313 4968 4936 5470 5132 5560 5170 5432 5343 5702

(di )i≥1

Prof. Kurt Helmes Sequences and Series

Page 24: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples of tables of values:

The values of the German stock index for 1999;d1 = Jan.-DAX1999 is the first value of the finite sequence.

Januar Februar Marz April Mai Juni Juli August September Oktober November

5137 5313 4968 4936 5470 5132 5560 5170 5432 5343 5702

(di )i≥1

Prof. Kurt Helmes Sequences and Series

Page 25: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Part 1.2

Arithmetic Sequences

Prof. Kurt Helmes Sequences and Series

Page 26: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: Arithmetic sequences

An arithmetic sequence is a linear (affine) functionwhose domain is N0, N resp.

an = a0 + nd n = 0, 1, 2, 3, . . . ,

where:

a0 : y−intercept

n : variable

d : slope

Prof. Kurt Helmes Sequences and Series

Page 27: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: Arithmetic sequences

An arithmetic sequence is a linear (affine) functionwhose domain is N0, N resp.

an = a0 + nd n = 0, 1, 2, 3, . . . ,

where:

a0 : y−intercept

n : variable

d : slope

Prof. Kurt Helmes Sequences and Series

Page 28: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Arithmetic sequence

an = 1 + 2nya0 = 1d = 2n = 0, 1, 2, . . .

Prof. Kurt Helmes Sequences and Series

Page 29: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Representation: Arithmetic sequences

Explicit form: an = a0 + nd

Recursive form: an+1 − an = d⇐⇒

(a0 is given) an+1 = an + d

Prof. Kurt Helmes Sequences and Series

Page 30: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Representation: Arithmetic sequences

Explicit form: an = a0 + nd

Recursive form: an+1 − an = d⇐⇒

(a0 is given) an+1 = an + d

Prof. Kurt Helmes Sequences and Series

Page 31: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Part 1.3

Geometric Sequences

Prof. Kurt Helmes Sequences and Series

Page 32: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: Geometric sequences

Geometric sequences are exponential functionswhose domain is restricted to N0, N resp.

an = a0qn n = 0, 1, 2, 3, . . .

where:

a0 : y−intercept

n : variable

q : “base ′′/multiplier

Prof. Kurt Helmes Sequences and Series

Page 33: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: Geometric sequences

Geometric sequences are exponential functionswhose domain is restricted to N0, N resp.

an = a0qn n = 0, 1, 2, 3, . . .

where:

a0 : y−intercept

n : variable

q : “base ′′/multiplier

Prof. Kurt Helmes Sequences and Series

Page 34: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric sequence

an = 2nya0 = 1q = 2n = 0, 1, 2, . . .

Prof. Kurt Helmes Sequences and Series

Page 35: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Representation: Geometric Sequences

Explicit form: an = a0qn

Recursive form: an+1 = qan

an+1

an= q ⇐⇒

(a0 6= 0 is given) an+1 − qan = 0

Prof. Kurt Helmes Sequences and Series

Page 36: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Representation: Geometric Sequences

Explicit form: an = a0qn

Recursive form: an+1 = qan

an+1

an= q ⇐⇒

(a0 6= 0 is given) an+1 − qan = 0

Prof. Kurt Helmes Sequences and Series

Page 37: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Representation: Geometric Sequences

Explicit form: an = a0qn

Recursive form: an+1 = qan

an+1

an= q ⇐⇒

(a0 6= 0 is given) an+1 − qan = 0

Prof. Kurt Helmes Sequences and Series

Page 38: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Part 1.4

Properties of Sequences

Prof. Kurt Helmes Sequences and Series

Page 39: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Concept: Bounded Sequences

A sequence is called bounded if and only if (= iff):

|an| ≤ const., n = 1, 2, 3, . . .

Prof. Kurt Helmes Sequences and Series

Page 40: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example of a bounded sequence

an = (−1)n 1n , n = 1, 2, . . .

yis a

boundedsequence|(−1)n 1

n | ≤ 1

Prof. Kurt Helmes Sequences and Series

Page 41: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example of a bounded sequence

an = (−1)n 1n , n = 1, 2, . . .

yis a

boundedsequence|(−1)n 1

n | ≤ 1

Prof. Kurt Helmes Sequences and Series

Page 42: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example of a bounded sequence

an = (−1)n 1n , n = 1, 2, . . .

yis a

boundedsequence|(−1)n 1

n | ≤ 1

Prof. Kurt Helmes Sequences and Series

Page 43: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example of an unbounded sequence:

an = n2, n = 1, 2, . . .

yis an

unboundedsequence

Prof. Kurt Helmes Sequences and Series

Page 44: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example of an unbounded sequence:

an = n2, n = 1, 2, . . .

yis an

unboundedsequence

Prof. Kurt Helmes Sequences and Series

Page 45: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example of an unbounded sequence:

an = n2, n = 1, 2, . . .

yis an

unboundedsequence

Prof. Kurt Helmes Sequences and Series

Page 46: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Monotone increasing / decreasing sequences:

monotone increasing:an ≤ an+1x ⇔

an+1 − an ≥ 0n = 1, 2, . . .

monotone decreasing:an ≥ an+1y ⇔

an+1 − an ≤ 0n = 1, 2, . . .

Prof. Kurt Helmes Sequences and Series

Page 47: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Monotone increasing / decreasing sequences:

monotone increasing:an ≤ an+1x ⇔

an+1 − an ≥ 0n = 1, 2, . . .

monotone decreasing:an ≥ an+1y ⇔

an+1 − an ≤ 0n = 1, 2, . . .

Prof. Kurt Helmes Sequences and Series

Page 48: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Monotone increasing / decreasing sequences:

monotone increasing:an ≤ an+1x ⇔

an+1 − an ≥ 0n = 1, 2, . . .

monotone decreasing:an ≥ an+1y ⇔

an+1 − an ≤ 0n = 1, 2, . . .

Prof. Kurt Helmes Sequences and Series

Page 49: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Monotone increasing

an = n2, n = 1, 2, . . .

yis a

monotoneincreasingsequence

(n + 1)2 =n2 + 2n+1≥ n2

Prof. Kurt Helmes Sequences and Series

Page 50: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Monotone increasing

an = n2, n = 1, 2, . . .yis a

monotoneincreasingsequence

(n + 1)2 =n2 + 2n+1≥ n2

Prof. Kurt Helmes Sequences and Series

Page 51: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Monotone increasing

an = n2, n = 1, 2, . . .yis a

monotoneincreasingsequence

(n + 1)2 =n2 + 2n+1≥ n2

Prof. Kurt Helmes Sequences and Series

Page 52: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Monotone increasing

an = 1n , n = 1, 2, . . .

yis a

monotonedecreasingsequence

1(n+1) =

nn+1 ·

1n + 2n+1

≤ 1n

Prof. Kurt Helmes Sequences and Series

Page 53: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Monotone increasing

an = 1n , n = 1, 2, . . .yis a

monotonedecreasingsequence

1(n+1) =

nn+1 ·

1n + 2n+1

≤ 1n

Prof. Kurt Helmes Sequences and Series

Page 54: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Monotone increasing

an = 1n , n = 1, 2, . . .yis a

monotonedecreasingsequence

1(n+1) =

nn+1 ·

1n + 2n+1

≤ 1n

Prof. Kurt Helmes Sequences and Series

Page 55: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example:

an = (−1)n 1n , n = 1, 2, . . .

yis neithermonotone

decreasing normonotoneincreasing

Prof. Kurt Helmes Sequences and Series

Page 56: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example:

an = (−1)n 1n , n = 1, 2, . . .

yis neithermonotone

decreasing normonotoneincreasing

Prof. Kurt Helmes Sequences and Series

Page 57: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example:

an = (−1)n 1n , n = 1, 2, . . .

yis neithermonotone

decreasing normonotoneincreasing

Prof. Kurt Helmes Sequences and Series

Page 58: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Concept: Alternating sequences

A sequence is called alternating iff:

an 6= an+1, n = 1, 2, . . .

and: an · an+1 < 0

Prof. Kurt Helmes Sequences and Series

Page 59: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Alternating sequence

an = (−1)n 1n , n = 1, 2, . . .

yis an

alternatingsequence

Prof. Kurt Helmes Sequences and Series

Page 60: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Alternating sequence

an = (−1)n 1n , n = 1, 2, . . .

yis an

alternatingsequence

Prof. Kurt Helmes Sequences and Series

Page 61: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Alternating sequence

an = (−1)n 1n , n = 1, 2, . . .

yis an

alternatingsequence

Prof. Kurt Helmes Sequences and Series

Page 62: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Concept: Convergent/divergent sequences

• limn→∞ an exists

⇔ (an)n is convergent

• limn→∞ an does not exist

⇔ (an)n is divergent

Prof. Kurt Helmes Sequences and Series

Page 63: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Concept: Convergent/divergent sequences

• limn→∞ an exists

⇔ (an)n is convergent

• limn→∞ an does not exist

⇔ (an)n is divergent

Prof. Kurt Helmes Sequences and Series

Page 64: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Concept: Convergent/divergent sequences

• limn→∞ an exists

⇔ (an)n is convergent

• limn→∞ an does not exist

⇔ (an)n is divergent

Prof. Kurt Helmes Sequences and Series

Page 65: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: limn→∞

(an) = A

For any ε > 0 there is an integer Nε

such that for all n ≥ Nε:

|an − A| ≤ ε

Prof. Kurt Helmes Sequences and Series

Page 66: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: limn→∞

(an) = A

For any ε > 0 there is an integer Nε

such that for all n ≥ Nε:

|an − A| ≤ ε

Prof. Kurt Helmes Sequences and Series

Page 67: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Figure 1: Illustration of the definition of the limit

Prof. Kurt Helmes Sequences and Series

Page 68: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: A convergent sequence

an = (−1)n 1n , n = 1, 2, . . .

ylimitexists

lim(an) = 0

Prof. Kurt Helmes Sequences and Series

Page 69: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: A convergent sequence

an = (−1)n 1n , n = 1, 2, . . .

ylimitexists

lim(an) = 0

Prof. Kurt Helmes Sequences and Series

Page 70: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: A convergent sequence

an = (−1)n 1n , n = 1, 2, . . .

ylimitexists

lim(an) = 0

Prof. Kurt Helmes Sequences and Series

Page 71: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: A divergent sequence

an = n2, n = 1, 2, . . .

limit doesnot exist

Prof. Kurt Helmes Sequences and Series

Page 72: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: A divergent sequence

an = n2, n = 1, 2, . . .

limit doesnot exist

Prof. Kurt Helmes Sequences and Series

Page 73: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: A divergent sequence

an = n2, n = 1, 2, . . .

limit doesnot exist

Prof. Kurt Helmes Sequences and Series

Page 74: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

A convergence theorem

Every bounded and monotoneincreasing sequence does converge

Every bounded and monotonedecreasing sequence does converge

Prof. Kurt Helmes Sequences and Series

Page 75: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

A convergence theorem

Every bounded and monotoneincreasing sequence does converge

Every bounded and monotonedecreasing sequence does converge

Prof. Kurt Helmes Sequences and Series

Page 76: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

A convergence theorem

Every bounded and monotoneincreasing sequence does converge

Every bounded and monotonedecreasing sequence does converge

Prof. Kurt Helmes Sequences and Series

Page 77: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: bounded and monotone increasing

an = 1− 1n , n = 1, 2, . . .

ylimitexists

limn→∞

(an) = 1

Prof. Kurt Helmes Sequences and Series

Page 78: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: bounded and monotone increasing

an = 1− 1n , n = 1, 2, . . .

ylimitexists

limn→∞

(an) = 1

Prof. Kurt Helmes Sequences and Series

Page 79: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: bounded and monotone increasing

an = 1− 1n , n = 1, 2, . . .

ylimitexists

limn→∞

(an) = 1

Prof. Kurt Helmes Sequences and Series

Page 80: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

2 Series

Prof. Kurt Helmes Sequences and Series

Page 81: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Part 2.1

Definition: Series

Prof. Kurt Helmes Sequences and Series

Page 82: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: A finite series

A finite series is a

finite sum of numbers.

Prof. Kurt Helmes Sequences and Series

Page 83: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Definition: Infinite series

An infinite series is the limit of the sequence ofpartial sums associated with a given sequence(ai)i≥1.

∞∑i=1

ai := limn→∞

{n∑

i=1

ai

}= lim

n→∞{sn}

Prof. Kurt Helmes Sequences and Series

Page 84: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Sequence of partial sums:

Given: A sequence (ai)i≥1:

a1 → s1 = a1

a1 a2 → s2 = a1 + a2

a1 a2 a3 → s3 = a1 + a2 + a3

...a1 a2 a3 · · · an → sn = a1 + a2 + a3 + · · · + an

Prof. Kurt Helmes Sequences and Series

Page 85: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Sequence of partial sums:

Given: A sequence (ai)i≥1:

a1 → s1 = a1

a1 a2 → s2 = a1 + a2

a1 a2 a3 → s3 = a1 + a2 + a3

...a1 a2 a3 · · · an → sn = a1 + a2 + a3 + · · · + an

Prof. Kurt Helmes Sequences and Series

Page 86: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Sequence of partial sums:

Given: A sequence (ai)i≥1:

a1 → s1 = a1

a1 a2 → s2 = a1 + a2

a1 a2 a3 → s3 = a1 + a2 + a3

...a1 a2 a3 · · · an → sn = a1 + a2 + a3 + · · · + an

Prof. Kurt Helmes Sequences and Series

Page 87: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Sequence of partial sums:

Given: A sequence (ai)i≥1:

a1 → s1 = a1

a1 a2 → s2 = a1 + a2

a1 a2 a3 → s3 = a1 + a2 + a3

...a1 a2 a3 · · · an → sn = a1 + a2 + a3 + · · · + an

Prof. Kurt Helmes Sequences and Series

Page 88: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Sequence of partial sums:

Given: A sequence (ai)i≥1:

a1 → s1 = a1

a1 a2 → s2 = a1 + a2

a1 a2 a3 → s3 = a1 + a2 + a3

...a1 a2 a3 · · · an → sn = a1 + a2 + a3 + · · · + an

Prof. Kurt Helmes Sequences and Series

Page 89: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Sequence of partial sums:

i.e., the sequence (ai)i≥1 generates, by theoperation of summation, the partial sums (sn)n≥1:

sn := a1+a2+...+an =n∑

i=1

ai

Prof. Kurt Helmes Sequences and Series

Page 90: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Sequence of partial sums:

i.e., the sequence (ai)i≥1 generates, by theoperation of summation, the partial sums (sn)n≥1:

sn := a1+a2+...+an =n∑

i=1

ai

Prof. Kurt Helmes Sequences and Series

Page 91: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Notation:

∞∑i=1

ai = limn→∞{sn} = lim

n→∞

{n∑

i=1

ai

}

If this limit exists, i.e. is a finite number,

we call∑∞

i=1 ai a convergent series which isassociated with the sequence (ai)i≥1

.

Prof. Kurt Helmes Sequences and Series

Page 92: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Notation:

∞∑i=1

ai = limn→∞{sn} = lim

n→∞

{n∑

i=1

ai

}

If this limit exists, i.e. is a finite number,

we call∑∞

i=1 ai a convergent series which isassociated with the sequence (ai)i≥1

.

Prof. Kurt Helmes Sequences and Series

Page 93: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Notation:

∞∑i=1

ai = limn→∞{sn} = lim

n→∞

{n∑

i=1

ai

}

If this limit does not exist we call the

series to be divergent.

Prof. Kurt Helmes Sequences and Series

Page 94: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 1:

The given sequence (ai )i≥1:an = 1

n2 , n = 1, 2, 3, ...

Question 1: Does∑∞

n=1 an exist ???

1 + 14 + 1

9 + ... =∑∞

n=11n2 converges

Question 2: Find the value of∑∞

n=1 an ?

Prof. Kurt Helmes Sequences and Series

Page 95: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 1:

The given sequence (ai )i≥1:an = 1

n2 , n = 1, 2, 3, ...

Question 1: Does∑∞

n=1 an exist ???

1 + 14 + 1

9 + ... =∑∞

n=11n2 converges

Question 2: Find the value of∑∞

n=1 an ?

Prof. Kurt Helmes Sequences and Series

Page 96: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 1:

The given sequence (ai )i≥1:an = 1

n2 , n = 1, 2, 3, ...

Question 1: Does∑∞

n=1 an exist ???

1 + 14 + 1

9 + ... =∑∞

n=11n2 converges

Question 2: Find the value of∑∞

n=1 an ?

Prof. Kurt Helmes Sequences and Series

Page 97: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 1:

The given sequence (ai )i≥1:an = 1

n2 , n = 1, 2, 3, ...

Question 1: Does∑∞

n=1 an exist ???

1 + 14 + 1

9 + ... =∑∞

n=11n2 converges

Question 2: Find the value of∑∞

n=1 an ?

Prof. Kurt Helmes Sequences and Series

Page 98: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 1:

Graph of the sequence of partial sums∑n

i=11i2

n=1...30

   

Prof. Kurt Helmes Sequences and Series

Page 99: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 2:

The given sequence (hn)n≥1:

hn = 1n , n = 1, 2, 3, ...

1 +1

2+

1

3+

1

4... =

∞∑n=1

1

nharmonic series

→ diverges

Prof. Kurt Helmes Sequences and Series

Page 100: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 2:

The given sequence (hn)n≥1:

hn = 1n , n = 1, 2, 3, ...

1 +1

2+

1

3+

1

4... =

∞∑n=1

1

nharmonic series

→ diverges

Prof. Kurt Helmes Sequences and Series

Page 101: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 2:

The given sequence (hn)n≥1:

hn = 1n , n = 1, 2, 3, ...

1 +1

2+

1

3+

1

4... =

∞∑n=1

1

nharmonic series

→ diverges

Prof. Kurt Helmes Sequences and Series

Page 102: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 2:

Graph of the sequence of partial sums∑n

i=11i

n=1...30

   

Prof. Kurt Helmes Sequences and Series

Page 103: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Part 2.2

Arithmetic Series

Prof. Kurt Helmes Sequences and Series

Page 104: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Defintion: Arithmetic Series

Given: An arithmetic sequence (ai)i :

∞∑i=1

ai = limn→∞

n∑i=1

ai

yarithmetic series

Prof. Kurt Helmes Sequences and Series

Page 105: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Defintion: Arithmetic Series

Given: An arithmetic sequence (ai)i :

∞∑i=1

ai = limn→∞

n∑i=1

ai

y

arithmetic series

Prof. Kurt Helmes Sequences and Series

Page 106: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

→ Example 1:

Gauß as a “schoolboy”

(“little” Gauß)

   

cf. the sum of all natural numbers from 1 to 100

Prof. Kurt Helmes Sequences and Series

Page 107: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Carl Friedrich Gauß (1777-1855)

   

Carl Friedrich Gauß, wasborn in Brunswick; he was aworking class kid.

He is considered by many thegreatest mathematican of histime (of all times ???).

His contributions include results in mathematics, astronomy,statistic, physics, etc.

Prof. Kurt Helmes Sequences and Series

Page 108: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Carl Friedrich Gauß (1777-1855)

   

Carl Friedrich Gauß, wasborn in Brunswick; he was aworking class kid.

He is considered by many thegreatest mathematican of histime (of all times ???).

His contributions include results in mathematics, astronomy,statistic, physics, etc.

Prof. Kurt Helmes Sequences and Series

Page 109: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Exercise:

1Find the explicit representation of therecursively defined arithmetic se-quence (an)n, wherean+1 − an = 1, a0 = 0.

2 Find the value (a formula) of the n-thcomponent of the corresponding se-quence of partial sums.

Prof. Kurt Helmes Sequences and Series

Page 110: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Exercise:

1Find the explicit representation of therecursively defined arithmetic se-quence (an)n, wherean+1 − an = 1, a0 = 0.

2 Find the value (a formula) of the n-thcomponent of the corresponding se-quence of partial sums.

Prof. Kurt Helmes Sequences and Series

Page 111: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Exercise:

3Decide whether or not∑∞

i=0 ai converges.

Prof. Kurt Helmes Sequences and Series

Page 112: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 1

a0 = 0

a1 − a0 = 1 =⇒ a1 = 1

a2 − a1 = 1 =⇒ a2 = 1 + a1 = 2...

...an − an−1 = 1 =⇒ an = · · · = n

i.e.: (an)n≥0 = (0, 1, 2, 3, 4, 5, ...)

Prof. Kurt Helmes Sequences and Series

Page 113: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 1

a0 = 0

a1 − a0 = 1 =⇒ a1 = 1

a2 − a1 = 1 =⇒ a2 = 1 + a1 = 2

......

an − an−1 = 1 =⇒ an = · · · = n

i.e.: (an)n≥0 = (0, 1, 2, 3, 4, 5, ...)

Prof. Kurt Helmes Sequences and Series

Page 114: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 1

a0 = 0

a1 − a0 = 1 =⇒ a1 = 1

a2 − a1 = 1 =⇒ a2 = 1 + a1 = 2...

...an − an−1 = 1 =⇒ an = · · · = n

i.e.: (an)n≥0 = (0, 1, 2, 3, 4, 5, ...)

Prof. Kurt Helmes Sequences and Series

Page 115: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 1

a0 = 0

a1 − a0 = 1 =⇒ a1 = 1

a2 − a1 = 1 =⇒ a2 = 1 + a1 = 2...

...an − an−1 = 1 =⇒ an = · · · = n

i.e.: (an)n≥0 = (0, 1, 2, 3, 4, 5, ...)

Prof. Kurt Helmes Sequences and Series

Page 116: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 2

sn = 1 + 2 + 3 + 4 + 5 + ...+ n

+

sn = n + n − 1 + n − 2 + ...+ 1

2sn = (n + 1) + (n + 1) + ...+ (n + 1)︸ ︷︷ ︸n−times

=⇒ sn =1

2n(n+1)

Prof. Kurt Helmes Sequences and Series

Page 117: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 2

sn = 1 + 2 + 3 + 4 + 5 + ...+ n

+

sn = n + n − 1 + n − 2 + ...+ 1

2sn = (n + 1) + (n + 1) + ...+ (n + 1)︸ ︷︷ ︸n−times

=⇒ sn =1

2n(n+1)

Prof. Kurt Helmes Sequences and Series

Page 118: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 2

sn = 1 + 2 + 3 + 4 + 5 + ...+ n

+

sn = n + n − 1 + n − 2 + ...+ 1

2sn = (n + 1) + (n + 1) + ...+ (n + 1)︸ ︷︷ ︸n−times

=⇒ sn =1

2n(n+1)

Prof. Kurt Helmes Sequences and Series

Page 119: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 2

sn = 1 + 2 + 3 + 4 + 5 + ...+ n

+

sn = n + n − 1 + n − 2 + ...+ 1

2sn = (n + 1) + (n + 1) + ...+ (n + 1)︸ ︷︷ ︸n−times

=⇒ sn =1

2n(n+1)

Prof. Kurt Helmes Sequences and Series

Page 120: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 3

The limit of this sequence of partial sums does not exist.

The components/elements of the sequence of partial sums do

not stabilize (around a finite value). The sequence (sn)n is

unbounded.

∞∑i=0

ai = limn→∞

n∑i=0

ai

= limn→∞

{1

2n(n+1)

}=∞

Prof. Kurt Helmes Sequences and Series

Page 121: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Question 3

The limit of this sequence of partial sums does not exist.

The components/elements of the sequence of partial sums do

not stabilize (around a finite value). The sequence (sn)n is

unbounded.

∞∑i=0

ai = limn→∞

n∑i=0

ai

= limn→∞

{1

2n(n+1)

}=∞

Prof. Kurt Helmes Sequences and Series

Page 122: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

Arithmetic Sequences & Series:

I Linear depreciation of capital goods

I Simple interest calculations

I Annuities

I Inventory problems

Prof. Kurt Helmes Sequences and Series

Page 123: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

Arithmetic Sequences & Series:

I Linear depreciation of capital goods

I Simple interest calculations

I Annuities

I Inventory problems

Prof. Kurt Helmes Sequences and Series

Page 124: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

Arithmetic Sequences & Series:

I Linear depreciation of capital goods

I Simple interest calculations

I Annuities

I Inventory problems

Prof. Kurt Helmes Sequences and Series

Page 125: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

Arithmetic Sequences & Series:

I Linear depreciation of capital goods

I Simple interest calculations

I Annuities

I Inventory problems

Prof. Kurt Helmes Sequences and Series

Page 126: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

Arithmetic Sequences & Series:

I Linear depreciation of capital goods

I Simple interest calculations

I Annuities

I Inventory problems

Prof. Kurt Helmes Sequences and Series

Page 127: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

R0cost/value of the capital good at timen = 0 (brand-new)

Rnvalue (bookvalue) at the end of year n

r constant rate of depreciation

Prof. Kurt Helmes Sequences and Series

Page 128: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

R0cost/value of the capital good at timen = 0 (brand-new)

Rnvalue (bookvalue) at the end of year n

r constant rate of depreciation

Prof. Kurt Helmes Sequences and Series

Page 129: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

R0cost/value of the capital good at timen = 0 (brand-new)

Rnvalue (bookvalue) at the end of year n

r constant rate of depreciation

Prof. Kurt Helmes Sequences and Series

Page 130: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

Bookvalue after the 1st year :

R1 = R0 − r

Bookvalue after the 2nd year :

R2 = R1 − r ⇔ R2 − R1 = d = −r

Bookvalue after nth year :

Rn = R0 − nr

Prof. Kurt Helmes Sequences and Series

Page 131: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

Bookvalue after the 1st year :

R1 = R0 − r

Bookvalue after the 2nd year :

R2 = R1 − r ⇔ R2 − R1 = d = −r

Bookvalue after nth year :

Rn = R0 − nr

Prof. Kurt Helmes Sequences and Series

Page 132: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

Bookvalue after the 1st year :

R1 = R0 − r

Bookvalue after the 2nd year :

R2 = R1 − r ⇔ R2 − R1 = d = −r

Bookvalue after nth year :

Rn = R0 − nr

Prof. Kurt Helmes Sequences and Series

Page 133: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

Find r so that the bookvalue after 5 years is zero,

i.e. satisfy the requirement R5 = 0.

Idea: Choose

r =R0

5=

purchasing cost

useful lifetime

Recall: Bookvalue after n years:

Rn = R0 − nr

Prof. Kurt Helmes Sequences and Series

Page 134: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

Find r so that the bookvalue after 5 years is zero,

i.e. satisfy the requirement R5 = 0.Idea: Choose

r =R0

5=

purchasing cost

useful lifetime

Recall: Bookvalue after n years:

Rn = R0 − nr

Prof. Kurt Helmes Sequences and Series

Page 135: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: linear depreciation

Find r so that the bookvalue after 5 years is zero,

i.e. satisfy the requirement R5 = 0.Idea: Choose

r =R0

5=

purchasing cost

useful lifetime

Recall: Bookvalue after n years:

Rn = R0 − nr

Prof. Kurt Helmes Sequences and Series

Page 136: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Part 2.3

Geometric Series

Prof. Kurt Helmes Sequences and Series

Page 137: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Defintion: Geometric Series

Given: A geometric series (ai)i≥0, i.e. ai = a0 qi , q ∈ R:

∞∑i=0

ai = limn→∞

n∑i=0

ai

= a0

∞∑i=0

qi

ygeometric series

Prof. Kurt Helmes Sequences and Series

Page 138: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Defintion: Geometric Series

Given: A geometric series (ai)i≥0, i.e. ai = a0 qi , q ∈ R:

∞∑i=0

ai = limn→∞

n∑i=0

ai

= a0

∞∑i=0

qi

ygeometric series

Prof. Kurt Helmes Sequences and Series

Page 139: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Defintion: Geometric Series

Given: A geometric series (ai)i≥0, i.e. ai = a0 qi , q ∈ R:

∞∑i=0

ai = limn→∞

n∑i=0

ai

= a0

∞∑i=0

qi

ygeometric series

Prof. Kurt Helmes Sequences and Series

Page 140: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example 2

“Big” Gauß

   

cf. compound interest and annuities

Prof. Kurt Helmes Sequences and Series

Page 141: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Story: Part 1

Imagine that at the time when Christ was born

the roman emperor Augustus had been able toinvest

$ 1.23

in a bank account and had been guaranteed an

annual interest rate of 3%; assume interest

payments to be compounded every year.

Prof. Kurt Helmes Sequences and Series

Page 142: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Question: Part 1

What was the balance account at

the end of the first year of the new

millenium, i.e. after 2000 years

of compounded interest payments ?

Prof. Kurt Helmes Sequences and Series

Page 143: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Balance account

Initial amount: a0 = 1.23

After 1 year:

a1 =

1 +p

100

a0 = qa0, where q = 1.03

After 2 years: a2 = qa1 = a0q2

...

After n years: an = qan−1 = a0qn

and n = 2000

Prof. Kurt Helmes Sequences and Series

Page 144: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Balance account

Initial amount: a0 = 1.23

After 1 year:

a1 =

1 +p

100

a0 = qa0, where q = 1.03

After 2 years: a2 = qa1 = a0q2

...

After n years: an = qan−1 = a0qn

and n = 2000

Prof. Kurt Helmes Sequences and Series

Page 145: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Balance account

Initial amount: a0 = 1.23

After 1 year:

a1 =

1 +p

100

a0 = qa0, where q = 1.03

After 2 years: a2 = qa1 = a0q2

...

After n years: an = qan−1 = a0qn

and n = 2000

Prof. Kurt Helmes Sequences and Series

Page 146: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Balance account

Initial amount: a0 = 1.23

After 1 year:

a1 =

1 +p

100

a0 = qa0, where q = 1.03

After 2 years: a2 = qa1 = a0q2

...

After n years: an = qan−1 = a0qn

and n = 2000

Prof. Kurt Helmes Sequences and Series

Page 147: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Balance account

After 2000 years:

≈ $ 5.8123 · 1025

Prof. Kurt Helmes Sequences and Series

Page 148: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Balance account

After 2000 years:

$ 58, 123, 869, 869, 669, 184, 628, 080, 369.86

... approx. $ 58 septillions

Prof. Kurt Helmes Sequences and Series

Page 149: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

   

Balance account over the years n = 1, . . . , 2000

Prof. Kurt Helmes Sequences and Series

Page 150: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

   

Balance account over the years n = 333, . . . , 433

Prof. Kurt Helmes Sequences and Series

Page 151: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

   

Balance account when Columbus discovered Cuba

Prof. Kurt Helmes Sequences and Series

Page 152: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Story: Part 2

Assume that besides the initial deposit

“relatives” of the emperor had since then deposited$ 1.23

in that very account at the beginning of each newyear.

Prof. Kurt Helmes Sequences and Series

Page 153: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Question: Part 2

What was the balance of the account

on December 31, 2000 ?

Prof. Kurt Helmes Sequences and Series

Page 154: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution: Part 2

The total value of all deposits together with their compoundedinterest is given by (n=2000):

sn = ((deposit on 01.01.2000) + its interest)+ ((deposit on 01.01.1999) + its compound interest)+ ((deposit on 01.01.1998) + its compound interest)...

+ ((deposit when Christ was born) + its compound interest)

Prof. Kurt Helmes Sequences and Series

Page 155: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

The balance sn ,n=2000, after 2000 deposits and(compounded) interest payments:

sn = qa0 + q2a0 + · · ·+ a0q2000

= q a0(1 + q + q2 + · · ·+ q1999)

= q a0

1999∑i=0

qi

Prof. Kurt Helmes Sequences and Series

Page 156: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Problem:

∑1999i=0 qi =: Qk =???, k = 1999

Prof. Kurt Helmes Sequences and Series

Page 157: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

Qk = 1 + q + q2 + q3 + ...+ qk

−qQk = q + q2 + q3 + ...+ qk + qk+1

Qk − qQk = 1− qk+1 =⇒ (1− q)Qk = 1− qk+1

Prof. Kurt Helmes Sequences and Series

Page 158: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

Qk = 1 + q + q2 + q3 + ...+ qk

−qQk = q + q2 + q3 + ...+ qk + qk+1

Qk − qQk = 1− qk+1 =⇒ (1− q)Qk = 1− qk+1

Prof. Kurt Helmes Sequences and Series

Page 159: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

Qk = 1 + q + q2 + q3 + ...+ qk

−qQk = q + q2 + q3 + ...+ qk + qk+1

Qk − qQk = 1− qk+1

=⇒ (1− q)Qk = 1− qk+1

Prof. Kurt Helmes Sequences and Series

Page 160: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

Qk = 1 + q + q2 + q3 + ...+ qk

−qQk = q + q2 + q3 + ...+ qk + qk+1

Qk − qQk = 1− qk+1 =⇒ (1− q)Qk = 1− qk+1

Prof. Kurt Helmes Sequences and Series

Page 161: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

Qk − qQk = 1− qk+1 ⇒ (1− q)Qk = 1− qk+1

Qk =1− qk+1

1− q=

qk+1 − 1

q − 1if q 6= 1

Prof. Kurt Helmes Sequences and Series

Page 162: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

Qk − qQk = 1− qk+1 ⇒ (1− q)Qk = 1− qk+1

Qk =1− qk+1

1− q=

qk+1 − 1

q − 1if q 6= 1

Prof. Kurt Helmes Sequences and Series

Page 163: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

Qk =1− qk+1

1− q=

qk+1 − 1

q − 1if q 6= 1

⇓for the special parameter values

Qk =1999∑i=0

qi =(1.03)2000 − 1

(1.03)− 1=

100

3((1.03)2000 − 1)

Prof. Kurt Helmes Sequences and Series

Page 164: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

Qk =1− qk+1

1− q=

qk+1 − 1

q − 1if q 6= 1

⇓for the special parameter values

Qk =1999∑i=0

qi =(1.03)2000 − 1

(1.03)− 1=

100

3((1.03)2000 − 1)

Prof. Kurt Helmes Sequences and Series

Page 165: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

The solution of the 2nd part of the problem is given by:

sn = q a0 Q1999, n = 2000

and:

q a0 Q1999 = q ao

1999∑i=0

qi ≈ 1.99559 · 1027

Prof. Kurt Helmes Sequences and Series

Page 166: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Solution:

The solution of the 2nd part of the problem is given by:

sn = q a0 Q1999, n = 2000

and:

q a0 Q1999 = q ao

1999∑i=0

qi ≈ 1.99559 · 1027

Prof. Kurt Helmes Sequences and Series

Page 167: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

geometric Sequences & Series:

I geometric depreciation

I compound interest calculations

I annuities

I production theory

I dynamical systems

Prof. Kurt Helmes Sequences and Series

Page 168: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

geometric Sequences & Series:

I geometric depreciation

I compound interest calculations

I annuities

I production theory

I dynamical systems

Prof. Kurt Helmes Sequences and Series

Page 169: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

geometric Sequences & Series:

I geometric depreciation

I compound interest calculations

I annuities

I production theory

I dynamical systems

Prof. Kurt Helmes Sequences and Series

Page 170: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

geometric Sequences & Series:

I geometric depreciation

I compound interest calculations

I annuities

I production theory

I dynamical systems

Prof. Kurt Helmes Sequences and Series

Page 171: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

geometric Sequences & Series:

I geometric depreciation

I compound interest calculations

I annuities

I production theory

I dynamical systems

Prof. Kurt Helmes Sequences and Series

Page 172: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Applicationsof

geometric Sequences & Series:

I geometric depreciation

I compound interest calculations

I annuities

I production theory

I dynamical systems

Prof. Kurt Helmes Sequences and Series

Page 173: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric depreciation

Decreasing amounts of depreciationfor using of a capital good;

the amounts are a fixed percentage ofthe remaining value

Prof. Kurt Helmes Sequences and Series

Page 174: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric depreciation

Decreasing amounts of depreciationfor using of a capital good;

the amounts are a fixed percentage ofthe remaining value

Prof. Kurt Helmes Sequences and Series

Page 175: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples: Geometric Depreciation

National accounting rules, f.i. the rate ofdepreciation satisfies:

• p%≤ 200

lifetime%

and

• p%≤ 20%

Prof. Kurt Helmes Sequences and Series

Page 176: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Examples: Geometric Depreciation

National accounting rules, f.i. the rate ofdepreciation satisfies:

• p%≤ 200

lifetime%

and

• p%≤ 20%

Prof. Kurt Helmes Sequences and Series

Page 177: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric Depreciation

Formula:

R0 = initial value (purchasing price)

A1 =p

100R0 = 1st amount of depreciation

⇒ R1 = R0 − A1 = R0 −p

100R0 =

1− p

100

R0

Prof. Kurt Helmes Sequences and Series

Page 178: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric Depreciation

Formula:

R0 = initial value (purchasing price)

A1 =p

100R0 = 1st amount of depreciation

⇒ R1 = R0 − A1 = R0 −p

100R0 =

1− p

100

R0

Prof. Kurt Helmes Sequences and Series

Page 179: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric Depreciation

Formula:

A2 =p

100R1 = 2nd amount of depreciation

R2 = R1 − A2 =

1− p

100

R0 −p

100

1− p

100

R0

=

1− p

100

2

R0 = q2R0,

where q =

1− p

100

Prof. Kurt Helmes Sequences and Series

Page 180: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric Depreciation

Formula:

A2 =p

100R1 = 2nd amount of depreciation

R2 = R1 − A2 =

1− p

100

R0 −p

100

1− p

100

R0

=

1− p

100

2

R0 = q2R0,

where q =

1− p

100

Prof. Kurt Helmes Sequences and Series

Page 181: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric Depreciation

Formula:

A2 =p

100R1 = 2nd amount of depreciation

R2 = R1 − A2 =

1− p

100

R0 −p

100

1− p

100

R0

=

1− p

100

2

R0 = q2R0,

where q =

1− p

100

Prof. Kurt Helmes Sequences and Series

Page 182: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric Depreciation

Formula:

An =p

100Rn−1 = nth amount of depreciation

Bookvalue at the end of the nth year:

Rn = qnR0

Prof. Kurt Helmes Sequences and Series

Page 183: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric Depreciation

Formula:

An =p

100Rn−1 = nth amount of depreciation

Bookvalue at the end of the nth year:

Rn = qnR0

Prof. Kurt Helmes Sequences and Series

Page 184: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example: Geometric Depreciation

Table:

Prof. Kurt Helmes Sequences and Series

Page 185: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Part 2.4

Some Properties

of Series

Prof. Kurt Helmes Sequences and Series

Page 186: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Criteria of convergence:

Condition on q so that

geometric series

∞∑i=0

qi

does converge.

Prof. Kurt Helmes Sequences and Series

Page 187: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Criteria of convergence:

Condition on q so that

geometric series

∞∑i=0

qi

does converge.

Prof. Kurt Helmes Sequences and Series

Page 188: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Criteria of convergence:

A simple idea:Let q 6= 1, then

∞∑i=0

qi = limn→∞

{n∑

i=0

qi

}= lim

n→∞

{1− qn+1

1− q

}

=1

1− q− lim

n→∞qn+1

Prof. Kurt Helmes Sequences and Series

Page 189: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Criteria of convergence:

A simple idea:Let q 6= 1, then

∞∑i=0

qi = limn→∞

{n∑

i=0

qi

}= lim

n→∞

{1− qn+1

1− q

}

=1

1− q− lim

n→∞qn+1

Prof. Kurt Helmes Sequences and Series

Page 190: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Criteria of convergence:

Hence,

∑∞i=0 qi =

1

1− qconverges if |q| < 1

∑∞i=0 qi diverges if |q| ≥ 1

Prof. Kurt Helmes Sequences and Series

Page 191: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Criteria of convergence:

(a special case of the dominating principle)

Assumption:

(ai )i≥0 is a sequence such that:

|ai | ≤ qi fur 0 < q < 1 und i ≥ i0

Claim:

∞∑i=0

ai is a convergent series

Prof. Kurt Helmes Sequences and Series

Page 192: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Criteria of convergence:

(a special case of the dominating principle)

Assumption:

(ai )i≥0 is a sequence such that:

|ai | ≤ qi fur 0 < q < 1 und i ≥ i0

Claim:

∞∑i=0

ai is a convergent series

Prof. Kurt Helmes Sequences and Series

Page 193: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Criteria of convergence:

(a special case of the dominating principle)

Assumption:

(ai )i≥0 is a sequence such that:

|ai | ≤ qi fur 0 < q < 1 und i ≥ i0

Claim:

∞∑i=0

ai is a convergent series

Prof. Kurt Helmes Sequences and Series

Page 194: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example of the criterium:

Let ai =i

2i; the series

∞∑i=0

i

2iconverges

Proof:i

2i≤

3

4

i

, if i ≥ 1, i.e. q =3

4and i0 = 1

Prof. Kurt Helmes Sequences and Series

Page 195: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Example of the criterium:

Let ai =i

2i; the series

∞∑i=0

i

2iconverges

Proof:i

2i≤

3

4

i

, if i ≥ 1, i.e. q =3

4and i0 = 1

Prof. Kurt Helmes Sequences and Series

Page 196: Lectures 1 & 2 : Sequences and Series...Lectures 1 & 2 : Sequences and Series Prof. Kurt Helmes Institute of Operations Research Humboldt-University of Berlin 6th Summer-School Havanna

Finally!!! ;)

The End

Prof. Kurt Helmes Sequences and Series