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Quy hoạch động đa mục tiêu×Lập trình động×
Lĩnh vựcMô phỏngTối ưu hóa
HọProcess / pipelineProcess / pipeline
Năm ra đời1957-19751957
Người khởi xướngExtension of Bellman (1957); formalized by multiple authors from 1970s onwardRichard Bellman
LoạiExact optimization — recursive multi-objective decompositionExact combinatorial optimization via recursive decomposition
Công trình gốcBellman, R. (1957). Dynamic Programming. Princeton University Press, Princeton, NJ. ISBN: 9780691079516Bellman, R. (1957). Dynamic Programming. Princeton University Press. ISBN: 978-0-691-07951-6
Tên gọi khácMODP, Multi-criteria dynamic programming, Vector dynamic programming, Pareto dynamic programmingDP, Bellman's Principle of Optimality, Recursive Optimization, Dinamik Programlama
Liên quan53
Tóm tắtMulti-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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ScholarGateSo sánh phương pháp: Multi-objective dynamic programming · Dynamic Programming. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare