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حوزهشبیه‌سازیشبیه‌سازی
خانوادهProcess / pipelineProcess / pipeline
سال پیدایش1957 (DP); 1990s onward (ABM integration)1957-1975
پدیدآورBellman, R. (DP foundation); Tesfatsion, L. et al. (ABM-DP integration)Extension of Bellman (1957); formalized by multiple authors from 1970s onward
نوعHybrid simulation-optimizationExact optimization — recursive multi-objective decomposition
منبع بنیادینBellman, R. (1957). Dynamic Programming. Princeton University Press, Princeton, NJ. ISBN: 9780691079516Bellman, R. (1957). Dynamic Programming. Princeton University Press, Princeton, NJ. ISBN: 9780691079516
نام‌های دیگرABDP, Agent-based DP, Multi-agent dynamic programming, ABM-DPMODP, Multi-criteria dynamic programming, Vector dynamic programming, Pareto dynamic programming
مرتبط55
خلاصهAgent-based dynamic programming (ABDP) embeds Bellman's dynamic programming framework within individual agents of an agent-based model, enabling each agent to solve sequential, multi-stage decision problems using backward induction or value-function iteration. The result is a population of optimizing agents whose interactions generate emergent system-level behavior.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.
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ScholarGateمقایسهٔ روش‌ها: Agent-based dynamic programming · Multi-objective dynamic programming. بازیابی‌شده در 2026-06-15 از https://scholargate.app/fa/compare