2143

978-1-4244-1823-7/08/$25.00 c©2008 IEEE

λμ + μ λ

μ

2144 2008 IEEE Congress on Evolutionary Computation (CEC 2008)

×××

=−

=

∈=

∈=

[ ]=

==×+=

=

= =−∈

==+= −

××=

=××=−=

∀

•

•

•

•

•

• •

•

•

×

= = =

•

= =

2008 IEEE Congress on Evolutionary Computation (CEC 2008) 2145

∈

∈

=∈

××=

=

β=

β

{ }=

==+=

=

=−=

==

∗

∗

α

ρα

ρ

α

=

{ }=

=

=

=

≠==−=

∈∀

−

××=

=

−=

−

2146 2008 IEEE Congress on Evolutionary Computation (CEC 2008)

∀

σ≥

∀

−∈++−= ππ

−∈++

−+−=

=

−∈

+

+++−+= ππ

×

×

2008 IEEE Congress on Evolutionary Computation (CEC 2008) 2147

-2-1

01

2

-2

-1

0

1

2-2

0

2

4

6

-2-1

01

2

-2

-1

0

1

2-4

-2

0

2

4

6

-2-1

01

2

-2

-1

0

1

2-4

-2

0

2

4

6

0 50 100 150 200 250 3001

1.5

2

2.5

3

3.5

4

4.5

generation number

affin

ity

global optima

mean optima

0 50 100 150 200 250 3001.5

2

2.5

3

3.5

4

4.5

generation number

affin

ity

global optima

mean optima

0 50 100 150 200 250 3001

1.5

2

2.5

3

3.5

4

4.5

generation number

global optimamean optima

1 2

60

65

70

75

80

85

90

95

num

ber

of p

eaks

c(vais,opt-aiNet)

2148 2008 IEEE Congress on Evolutionary Computation (CEC 2008)

−

×

0 50 100 150 200 250 300 350 400 450 5000.5

0.55

0.6

0.65

0.7

0.75

0.8

0.85

0.9

0.95

1

generation number

affin

ity

global optimamean optima

0 50 100 150 200 250 300 350 400 450 5000.5

0.6

0.7

0.8

0.9

1

generation number

affin

ity

global optima

mean optima

0 50 100 150 200 250 300 350 400 450 5000.5

0.6

0.7

0.8

0.9

1

generation number

affin

ity

global optimamean optima

×

2008 IEEE Congress on Evolutionary Computation (CEC 2008) 2149

-1-0.5

00.5

1

-1

-0.5

0

0.5

1-1

0

1

2

3

-1-0.5

00.5

1

-1

-0.5

0

0.5

1-1

0

1

2

3

-1-0.5

00.5

1

-1

-0.5

0

0.5

1-1

0

1

2

3

2150 2008 IEEE Congress on Evolutionary Computation (CEC 2008)