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Applied mathematics / Cybernetics / Multi-objective optimization / Evolutionary computation / Evolutionary robotics / Novelty / Fitness function / Prior art / Numerical analysis / Patent law / Evolutionary algorithms / Mathematical optimization


Chapter 1 Novelty-based Multiobjectivization Jean-Baptiste Mouret Abstract Novelty search is a recent and promising approach to evolve neurocontrollers, especially to drive robots. The main idea is to maximize the nove
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Document Date: 2011-04-26 12:09:04


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City

Pareto / /

Company

Lehman / /

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IndustryTerm

fitness novelty search novelty / novelty search variant / neural network / evolved neural network / feasible search space / near-optimal solutions / objective-based search / multiobjective novelty search / novelty search runs / inefficient candidate solutions / local search / neural-networks / history-based search / neural networks / novelty search algorithm / novelty search compare / tournament-based evolutionary algorithm / multi-objective evolutionary algorithm / novelty search / evolutionary algorithms / search space / basic novelty search / novelty search paper / fitness-based search / /

Person

Jean-Baptiste Mouret / Pierre Curie / Marie Curie / /

Position

controller / /

Technology

tournament-based evolutionary algorithm / multi-objective evolutionary algorithm / laser / neural network / 2.2 Multi-Objective Evolutionary Algorithms / novelty search algorithm / fitness-based algorithms / /

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