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Многокритериално отгряване (MOSA)×Многоцелева оптимизация×
ОбластСимулационно моделиранеСимулационно моделиране
СемействоProcess / pipelineProcess / pipeline
Година на възникване1992–19981896 (concept); 1989–2002 (evolutionary algorithms era)
СъздателSerafini, P.; Czyzak, P. and Jaszkiewicz, A.Vilfredo Pareto (concept); modern computational formulation by Goldberg and Deb et al.
ТипMetaheuristic / Pareto-based optimizerOptimization framework
Основополагащ източникCzyzak, P., Jaszkiewicz, A. (1998). Pareto simulated annealing — a metaheuristic technique for multiple-objective combinatorial optimization. Journal of Multi-Criteria Decision Analysis, 7(1), 34–47. DOI ↗Deb, K. (2001). Multi-Objective Optimization Using Evolutionary Algorithms. Wiley, Chichester. ISBN: 9780471873396
Други названияMOSA, Multi-Criteria Simulated Annealing, Pareto Simulated Annealing, PSAMOO, Multi-Criteria Optimization, Vector Optimization, Pareto Optimization
Свързани53
РезюмеMulti-Objective Simulated Annealing (MOSA) extends the classical simulated annealing metaheuristic to problems with two or more conflicting objective functions. Instead of converging to a single optimum, MOSA explores the solution space stochastically and maintains an archive of non-dominated (Pareto-optimal) solutions, offering decision-makers a diverse trade-off front rather than one prescribed answer.Multi-Objective Optimization (MOO) is a mathematical and computational framework for finding solutions that simultaneously optimize two or more conflicting objective functions. Rather than collapsing all goals into a single scalar, MOO produces a set of trade-off solutions — the Pareto front — from which a decision-maker selects according to preference. It is widely used in engineering design, operations research, logistics, economics, and policy analysis.
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ScholarGateСравнение на методи: Multi-objective simulated annealing · Multi-Objective Optimization. Извлечено на 2026-06-15 от https://scholargate.app/bg/compare