7/29/2019 Genetic Algo

1/67

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2/67

7/29/2019 Genetic Algo

3/67

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4/67

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5/67

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6/67

7/29/2019 Genetic Algo

7/67

7/29/2019 Genetic Algo

8/67

7/29/2019 Genetic Algo

9/67

Selection(whole population)

Randomly createdInitial Population

End

Yes

No Problemsolved ?

Recombination

p 1-pc c

7/29/2019 Genetic Algo

10/67

7/29/2019 Genetic Algo

11/67

2.5 5 7.5 10 12.5 15f0

100

200

300

400

500

600

s(f)

2.5 5 7.5 10 12.5 15f0

200

400

600

800

1000

S(f)

7/29/2019 Genetic Algo

12/67

50 100 150 200f

2

4

6

8

10

12

s(f)

50 100 150 200f

200

400

600

800

1000

S(f)

7/29/2019 Genetic Algo

13/67

7/29/2019 Genetic Algo

14/67

7/29/2019 Genetic Algo

15/67

7/29/2019 Genetic Algo

16/67

7/29/2019 Genetic Algo

17/67

7/29/2019 Genetic Algo

18/67

2.5 5 7.5 10 12.5 15f

20

40

60

80

100

s*(f)

7/29/2019 Genetic Algo

19/67

5 10 15f0

25

50

75

100

s(f)

7/29/2019 Genetic Algo

20/67

50 100 150 200 250f0

5

10

15

20

25

30

s(f)

7/29/2019 Genetic Algo

21/67

7/29/2019 Genetic Algo

22/67

5 10 15 20 25 300

0.2

0.4

0.6

0.8

1

tournament size t

p (t)d

7/29/2019 Genetic Algo

23/67

5 10 15 20 25 30t0

0.5

1

1.5

2

2.5

I(t)

5 10 15 20 25 30t0

0.2

0.4

0.6

0.8

1

V(t)

7/29/2019 Genetic Algo

24/67

7/29/2019 Genetic Algo

25/67

7/29/2019 Genetic Algo

26/67

7/29/2019 Genetic Algo

27/67

7/29/2019 Genetic Algo

28/67

0.2 0.4 0.6 0.8 1T0

0.5

1

1.5

2

2.5

3

3.5

4

I(T)

0.2 0.4 0.6 0.8 1.0

0.2

0.4

0.6

0.8

1

T

V(T)

7/29/2019 Genetic Algo

29/67

7/29/2019 Genetic Algo

30/67

7/29/2019 Genetic Algo

31/67

2.5 5 7.5 10 12.5 15 17.5f0

50

100

150

200

250

300

350

400

s*(f)

7/29/2019 Genetic Algo

32/67

2.5 5 7.5 10 12.5 15 17.5f0

50

100

150

200

250

300

350

400

7/29/2019 Genetic Algo

33/67

25 50 75 100 125 150 175 2000

2.5

5

7.5

10

12.5

15

17.5

20

s*(f)

fitness f

7/29/2019 Genetic Algo

34/67

0.2 0.4 0.6 0.8 10

0.2

0.4

0.6

0.8

1

I( )

0.2 0.4 0.6 0.8 10

0.2

0.4

0.6

0.8

1

V( )

7/29/2019 Genetic Algo

35/67

7/29/2019 Genetic Algo

36/67

7/29/2019 Genetic Algo

37/67

7/29/2019 Genetic Algo

38/67

2.5 5 7.5 10 12.5 15

20

40

60

80

100

7/29/2019 Genetic Algo

39/67

7/29/2019 Genetic Algo

40/67

-15 -10 -5 0

0.25

0.5

0.75

1

-201010 101010

p ( )d

7/29/2019 Genetic Algo

41/67

-15 -10 -5 0

0.5

1

1.5

2

2.5I

10 10 10 1010-20 -15 -10 -5 0 10 10 10 1010

-200

0.25

0.5

0.75

1V( )

7/29/2019 Genetic Algo

42/67

7/29/2019 Genetic Algo

43/67

7/29/2019 Genetic Algo

44/67

7/29/2019 Genetic Algo

45/67

7/29/2019 Genetic Algo

46/67

7/29/2019 Genetic Algo

47/67

7/29/2019 Genetic Algo

48/67

7/29/2019 Genetic Algo

49/67

7/29/2019 Genetic Algo

50/67

7/29/2019 Genetic Algo

51/67

0.25 0.5 0.75 1 1.25 1.5 1.75 2I0

0.2

0.4

0.6

0.8

1

pd(I)

7/29/2019 Genetic Algo

52/67

7/29/2019 Genetic Algo

53/67

0.25 0.5 0.75 1 1.25 1.5 1.75 2I-1

-0.8

-0.6

-0.4

-0.2

0

V(I)

7/29/2019 Genetic Algo

54/67

7/29/2019 Genetic Algo

55/67

7/29/2019 Genetic Algo

56/67

7/29/2019 Genetic Algo

57/67

7/29/2019 Genetic Algo

58/67

7/29/2019 Genetic Algo

59/67

7/29/2019 Genetic Algo

60/67

7/29/2019 Genetic Algo

61/67

7/29/2019 Genetic Algo

62/67

7/29/2019 Genetic Algo

63/67

7/29/2019 Genetic Algo

64/67

7/29/2019 Genetic Algo

65/67

7/29/2019 Genetic Algo

66/67

7/29/2019 Genetic Algo

67/67