7/29/2019 Ga Beasley 1

1/16

7/29/2019 Ga Beasley 1

2/16

7/29/2019 Ga Beasley 1

3/16

7/29/2019 Ga Beasley 1

4/16

1 0 1 0 0 1 0 0 1 0Offspring 0 0 1 1 0 0 1 1 1 0

Crossover point

1 0 1 0 0 0 1 1 1 0Parents

Crossover point

0 0 1 1 0 1 0 0 1 0

1 0 1 0 1 0 0 1 0

1 0 1 0 1 0 0 1 0Offspring

Mutated Offspring

0

1

Mutation point

7/29/2019 Ga Beasley 1

5/16

0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1

0 0.2 0.4 0.6 0.8 1

Fitness

x

Fitness functionParents

Offspring

Best

Average

Fitness

20 40 60 800 Generations

7/29/2019 Ga Beasley 1

6/16

Fitness

A

C

X

B

Hillclimb

7/29/2019 Ga Beasley 1

7/16

7/29/2019 Ga Beasley 1

8/16

7/29/2019 Ga Beasley 1

9/16

7/29/2019 Ga Beasley 1

10/16

7/29/2019 Ga Beasley 1

11/16

Adjusted Fitness Raw Fitness

Number

Fitness6543210

7/29/2019 Ga Beasley 1

12/16

7/29/2019 Ga Beasley 1

13/16

7/29/2019 Ga Beasley 1

14/16

7/29/2019 Ga Beasley 1

15/16

7/29/2019 Ga Beasley 1

16/16