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Titlebook: Evolutionary Multiobjective Optimization; Theoretical Advances Ajith Abraham,Lakhmi Jain,Robert Goldberg Book 2005 Springer-Verlag London 2

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Experimenting with Raspberry Pitive optimization algorithms that combine two major disciplines: evolutionary computation and the theoretical frameworks of multicriteria decision making. In this introductory chapter, some fundamental concepts of multiobjective optimization are introduced, emphasizing the motivation and advantages
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https://doi.org/10.1007/978-3-319-55414-3 typical of other multi-objective evolutionary techniques. The new approach uses a simple uniform selection strategy within a steady-state evolutionary algorithm (EA) and employs a straightforward elitist mechanism for replacing population members with their offspring. Global calculations for fitnes
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https://doi.org/10.1007/978-1-4899-6635-3equired computational (CPU) time, especially when optimizing higher-dimensional problems with large Pareto sets. In this chapter, we introduce Quad-trees as an alternative data structure to linear lists for storing Pareto sets. In particular, we investigate several variants of Quad-trees and compare
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https://doi.org/10.1007/1-84628-137-7Computer; Data Structures; Genetic Algorithms; Multi-Criteria Optimization; algorithms; automata; evolutio
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978-1-84996-916-1Springer-Verlag London 2005
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