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» Evolutionary multiobjective optimization
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HIS
2008
13 years 11 months ago
Evaluating Ranking Composition Methods for Multi-Objective Optimization of Knowledge Rules
Most symbolic classifiers aim at building sets of rules with good coverage and precision. While this is suitable for most applications, they tend to neglect other desirable proper...
Rafael Giusti, Gustavo E. A. P. A. Batista, Ronald...
EMO
2005
Springer
126views Optimization» more  EMO 2005»
14 years 3 months ago
The Evolution of Optimality: De Novo Programming
Abstract. Evolutionary algorithms have been quite effective in dealing with single-objective “optimization” while the area of Evolutionary Multiobjective Optimization (EMOO) h...
Milan Zeleny
GECCO
2009
Springer
118views Optimization» more  GECCO 2009»
14 years 4 months ago
A multiobjective evolutionary algorithm for the task based sailor assignment problem
Dipankar Dasgupta, Fernando Niño, Deon Garr...
PPSN
2004
Springer
14 years 3 months ago
Finding Knees in Multi-objective Optimization
Abstract. Many real-world optimization problems have several, usually conflicting objectives. Evolutionary multi-objective optimization usually solves this predicament by searchin...
Jürgen Branke, Kalyanmoy Deb, Henning Dierolf...
GECCO
2007
Springer
157views Optimization» more  GECCO 2007»
14 years 3 months ago
Global multiobjective optimization via estimation of distribution algorithm with biased initialization and crossover
Multiobjective optimization problems with many local Pareto fronts is a big challenge to evolutionary algorithms. In this paper, two operators, biased initialization and biased cr...
Aimin Zhou, Qingfu Zhang, Yaochu Jin, Bernhard Sen...