Diversity Management in Evolutionary Many-Objective Optimization

In evolutionary multiobjective optimization, the task of the optimizer is to obtain an accurate and useful approximation of the true Pareto-optimal front. Proximity to the front and diversity of solutions within the approximation set are important requirements. Most established multiobjective evolut...

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Veröffentlicht in:	IEEE transactions on evolutionary computation 2011-04, Vol.15 (2), p.183-195
Hauptverfasser:	Adra, S F, Fleming, P J
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithm design and analysis Applied sciences Approximation Approximation methods Convergence Decision theory. Utility theory Delta modulation Diversity requirement Evolutionary Evolutionary algorithms evolutionary multiobjective optimization Exact sciences and technology Management Mathematical analysis Mathematical models Measurement Operational research and scientific management Operational research. Management science Optimization Polynomials Speciation Studies
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