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Multi-Objective Dynamic Programming×動的計画法×
分野シミュレーション最適化
系統Process / pipelineProcess / pipeline
提唱年1957-19751957
提唱者Extension of Bellman (1957); formalized by multiple authors from 1970s onwardRichard Bellman
種類Exact optimization — recursive multi-objective decompositionExact combinatorial optimization via recursive decomposition
原典Bellman, R. (1957). Dynamic Programming. Princeton University Press, Princeton, NJ. ISBN: 9780691079516Bellman, R. (1957). Dynamic Programming. Princeton University Press. ISBN: 978-0-691-07951-6
別名MODP, Multi-criteria dynamic programming, Vector dynamic programming, Pareto dynamic programmingDP, Bellman's Principle of Optimality, Recursive Optimization, Dinamik Programlama
関連53
概要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.Dynamic Programming (DP) is an exact optimization technique introduced by Richard Bellman in 1957 for solving multi-stage decision problems. It decomposes a complex problem into simpler, overlapping subproblems, solves each subproblem once, and stores the results to avoid redundant computation. Grounded in the Principle of Optimality, DP guarantees globally optimal solutions whenever the problem exhibits overlapping subproblems and optimal substructure.
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ScholarGate手法を比較: Multi-objective dynamic programming · Dynamic Programming. 2026-06-15に以下より取得 https://scholargate.app/ja/compare