Multiobjective Mixed-Integer Quadratic Models: A Study on Mathematical Programming and Evolutionary Computation

Within the current literature on multiobjective optimization, there is a scarcity of comparisons between equation-based white-box solvers to evolutionary black-box solvers. It is commonly held that when dealing with linear and quadratic models, equation-based deterministic solvers are generally the...

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Vydané v:	IEEE transactions on evolutionary computation Ročník 29; číslo 3; s. 661 - 675
Hlavní autori:	Shir, Ofer M., Emmerich, Michael
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.06.2025
Predmet:	Box-constraints Computational modeling convex quadratic models CPLEX diversity maximization approach (DMA) Evolutionary computation Linear programming Mathematical models mathematical programming (MP) Metaheuristics MIQP nonscalarizing Pareto optimization population-based meta-heuristics S-metric selection EMOA (SMS-EMOA) set-oriented Pareto optimization Systematics undecidability
ISSN:	1089-778X, 1941-0026
On-line prístup:	Získať plný text
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