MIMIC: Finding Optima by Estimating Probability Densities Jeremy S

Transcription

MIMIC: Finding Optima by Estimating Probability Densities Jeremy S
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Function Evaluations Required to Maximize 4 Peaks
1200
Thousands of Evaluations
1000
800
MIMIC
PBIL
RHC
GA
600
400
200
0
30
40
50
Inputs
60
70
80
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Function Evaluations Required to Maximize 6 Peaks
1300
1000
800
MIMIC
PBIL
RHC
GA
1000
Thousands of Evaluations
Thousands of Evaluations
1200
600
400
200
0
10
20
Function Evaluations Required to Maximize K−Coloring
1200
30
Inputs
40
50
60
800
MIMIC
PBIL
RHC
GA
600
400
200
0
10
15
20
25
Inputs
30
35
40
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