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Δυναμικός Προγραμματισμός×Προγραμματισμός Περιορισμών×
ΠεδίοΒελτιστοποίησηΒελτιστοποίηση
ΟικογένειαProcess / pipelineProcess / pipeline
Έτος προέλευσης19572006
ΔημιουργόςRichard BellmanRossi, van Beek & Walsh
ΤύποςExact combinatorial optimization via recursive decompositionDeclarative combinatorial optimization
Θεμελιώδης πηγήBellman, R. (1957). Dynamic Programming. Princeton University Press. ISBN: 978-0-691-07951-6Rossi, F., van Beek, P., & Walsh, T. (Eds.). (2006). Handbook of Constraint Programming. Elsevier. ISBN: 978-0-444-52726-4
Εναλλακτικές ονομασίεςDP, Bellman's Principle of Optimality, Recursive Optimization, Dinamik ProgramlamaConstraint Satisfaction Programming, Constraint-Based Optimization, Kısıt Programlama, CSP Optimization
Συναφείς33
ΣύνοψηDynamic 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.Constraint Programming (CP) is a declarative optimization paradigm in which a problem is formulated as a set of variables, finite domains, and constraints, and a solver systematically searches for assignments that satisfy all constraints. Formalized comprehensively by Rossi, van Beek, and Walsh in their 2006 Handbook of Constraint Programming, CP unifies propagation-based pruning with intelligent backtracking search to tackle combinatorial problems across scheduling, planning, and configuration domains.
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ScholarGateΣύγκριση μεθόδων: Dynamic Programming · Constraint Programming. Ανακτήθηκε στις 2026-06-15 από https://scholargate.app/el/compare