GARs

GARS: An Improved Genetic Algorithm with Reserve Selection for Global Optimization Reviewed by Paskorn Champrasert [email_address] http://dssg.cs.umb.edu Yan Chen*, Junglu Hu*, Kotaro Hirasawa*, Songnian Yu** GECCO 2007 *Waseda University, Japan **Shanghai University

Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Research Issues ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Research Approaches ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Premature Convergence ,[object Object],[object Object]

Tournament Selection Mating Pool C1 Randomly select n individuals Cn The winner is placed in the mating pool Population

[object Object],[object Object],[object Object],[object Object]

GARS: Genetic Algorithm with Reserve Selection ,[object Object],[object Object],[object Object]

Reserve Selection ,[object Object],[object Object],[object Object],[object Object]

Evolution of Reserved Area ,[object Object],[object Object],[object Object]

Experimental Results ,[object Object],[object Object],[object Object],[object Object]

Results ,[object Object],[object Object]

Traveling Salesman Problem ,[object Object],[object Object]

[object Object],[object Object],[object Object],[object Object],[object Object]

[object Object],[object Object],[object Object]

Conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

GARs

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GARs