Сравнение методов

Просматривайте выбранные методы рядом; строки с различиями подсвечены.

Смешанное целочисленное программирование с множеством целевых функций×Многокритериальная динамическая программа×
ОбластьИмитационное моделированиеИмитационное моделирование
СемействоProcess / pipelineProcess / pipeline
Год появления1980s–2000s1957-1975
Автор методаEhrgott, M.; Mavrotas, G. and others in multi-criteria optimizationExtension of Bellman (1957); formalized by multiple authors from 1970s onward
ТипMathematical optimizationExact optimization — recursive multi-objective decomposition
Основополагающий источникEhrgott, M. (2005). Multicriteria Optimization (2nd ed.). Springer, Berlin. ISBN: 9783540213987Bellman, R. (1957). Dynamic Programming. Princeton University Press, Princeton, NJ. ISBN: 9780691079516
Другие названияMO-MIP, Multi-criteria MIP, MOMIP, Multi-objective MILPMODP, Multi-criteria dynamic programming, Vector dynamic programming, Pareto dynamic programming
Связанные55
СводкаMulti-Objective Mixed-Integer Programming (MO-MIP) is an optimization framework that simultaneously optimizes two or more conflicting objective functions subject to linear or nonlinear constraints, where some decision variables are restricted to integer values and others are continuous. It is widely applied in engineering design, supply chain planning, resource allocation, and scheduling problems that require discrete choices alongside continuous quantities.Multi-Objective Dynamic Programming (MODP) extends Bellman's classical dynamic programming to settings where a decision-maker must optimize several competing objectives simultaneously across a sequence of stages. Rather than a single optimal policy, it produces a Pareto-optimal set of policies — each representing a distinct trade-off profile — by propagating vector-valued value functions backward through the state space.
ScholarGateНабор данных
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  2. 2 Источники
  3. PUBLISHED
  1. v1
  2. 2 Источники
  3. PUBLISHED

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ScholarGateСравнение методов: Multi-objective mixed-integer programming · Multi-objective dynamic programming. Получено 2026-06-15 из https://scholargate.app/ru/compare