Comparar métodos
Examine os métodos selecionados lado a lado; as linhas que diferem ficam destacadas.
| Programação por Restrições× | Programação Dinâmica× | Goal Programming× | |
|---|---|---|---|
| Área≠ | Otimização | Otimização | Tomada de decisão |
| Família≠ | Process / pipeline | Process / pipeline | MCDM |
| Ano de origem≠ | 2006 | 1957 | 1955 |
| Autor original≠ | Rossi, van Beek & Walsh | Richard Bellman | Charnes, A., Cooper, W. W. |
| Tipo≠ | Declarative combinatorial optimization | Exact combinatorial optimization via recursive decomposition | Multi-objective optimisation — weighted/lexicographic goal deviation minimisation |
| Fonte seminal≠ | Rossi, F., van Beek, P., & Walsh, T. (Eds.). (2006). Handbook of Constraint Programming. Elsevier. ISBN: 978-0-444-52726-4 | Bellman, R. (1957). Dynamic Programming. Princeton University Press. ISBN: 978-0-691-07951-6 | Charnes, A., Cooper, W. W. (1955). Optimal estimation of executive compensation by linear programming. Management Science DOI ↗ |
| Outros nomes≠ | Constraint Satisfaction Programming, Constraint-Based Optimization, Kısıt Programlama, CSP Optimization | DP, Bellman's Principle of Optimality, Recursive Optimization, Dinamik Programlama | — |
| Relacionados≠ | 3 | 3 | 8 |
| Resumo≠ | 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. | 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. | GOAL-PROGRAMMING (Goal Programming — Minimise deviations from multiple aspiration levels) is a ranking multi-criteria decision-making (MCDM) method introduced by Charnes, A., Cooper, W. W. in 1955. It turns a decision matrix of alternatives scored on multiple criteria into a structured, reproducible result. |
| ScholarGateConjunto de dados ↗ |
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