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Evolutionary Computation

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Presentation on theme: "Evolutionary Computation"— Presentation transcript:

1 Evolutionary Computation
Multi-objective Evolutionary Optimization

2 Sources “Handbook of Natural Computing,” Editors Grzegorz Rosenberg, Thomas Back and Joost N. Kok, Springer 2014. “Multi-Objective Evolutionary Algorithms”, Kalyanmoy Deb, Indian Institute of Technology Kanpur.

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7 Is a pre-order (instead of a partial order) since antisymmetry is not guaranteed.

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16 The other methods implicitly generate such an ordering.

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32 selected

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36 Also called rank r_i

37 P_t also has an archival role

38 Distance of i is proportional to half the perimeter of the cuboid
Distances can be used to do “crowd-sorting”

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