Statistical Mechanics For G As

Statistical Mechanics for GAs A gentle introduction Presented by : Yann SEMET Universite de Technologie de Compiegne

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

2 documents ,[object Object],[object Object],[object Object],[object Object]

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

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

Modelling the dynamics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Definitions ,[object Object],[object Object]

Cumulants ,[object Object],[object Object]

Cumulants (cont.) ,[object Object],[object Object]

Gram-Charlier expansion ,[object Object]

Correlation ,[object Object],[object Object]

Best population member ,[object Object]

Modelling selection ,[object Object],[object Object],[object Object],[object Object],[object Object]

Selection (cont.) ,[object Object]

Selection (cont.) ,[object Object],[object Object]

Correlation after selection ,[object Object],[object Object],[object Object],[object Object]

Selection schemes ,[object Object],[object Object],[object Object],[object Object],[object Object]

Tackling problems ,[object Object],[object Object],[object Object],[object Object]

Mutation (2) ,[object Object],[object Object],[object Object]

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

Maximum entropy ansatz ,[object Object],[object Object],[object Object],[object Object],[object Object]

2 nd class of problems ,[object Object],[object Object],[object Object],[object Object],[object Object]

A NP hard problem ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Extensions of the model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Summary ,[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],[object Object]

Statistical Mechanics For G As

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Statistical Mechanics For G As