Comparar métodos
Examine os métodos selecionados lado a lado; as linhas que diferem ficam destacadas.
| Multi-objective Tabu Search (MOTS)× | Otimização por Enxame de Partículas Multi-Objetivo (MOPSO)× | |
|---|---|---|
| Área | Simulação | Simulação |
| Família | Process / pipeline | Process / pipeline |
| Ano de origem≠ | 1997 | 2004 |
| Autor original≠ | Hansen, M. P.; building on Glover (1989) Tabu Search | Coello Coello, C. A., Pulido, G. T., & Lechuga, M. S. |
| Tipo≠ | Metaheuristic multi-objective optimization | Population-based swarm metaheuristic |
| Fonte seminal≠ | Hansen, M. P. (1997). Tabu search for multiobjective optimization: MOTS. Presented at the 13th International Conference on Multiple Criteria Decision Making (MCDM), Cape Town, South Africa. link ↗ | Coello Coello, C. A., Pulido, G. T., & Lechuga, M. S. (2004). Handling multiple objectives with particle swarm optimization. IEEE Transactions on Evolutionary Computation, 8(3), 256–279. DOI ↗ |
| Outros nomes | MOTS, Multi-criteria Tabu Search, Pareto Tabu Search, TSMOO | MOPSO, Multi-objective PSO, Pareto PSO, Vector-evaluated PSO |
| Relacionados | 5 | 5 |
| Resumo≠ | Multi-objective Tabu Search (MOTS) is a metaheuristic algorithm that extends the classic Tabu Search framework to simultaneously optimize two or more conflicting objective functions. Instead of a single optimum, it seeks to approximate the Pareto front — the set of solutions where no objective can be improved without worsening another — making it suitable for complex combinatorial and continuous optimization problems in engineering, logistics, and operations research. | Multi-Objective Particle Swarm Optimization (MOPSO) is a swarm-intelligence metaheuristic that extends the original Particle Swarm Optimization (PSO) to handle multiple conflicting objective functions simultaneously. It maintains an external Pareto archive and uses dominance-based selection to guide a population of candidate solutions toward the true Pareto front without requiring a priori preference information. |
| ScholarGateConjunto de dados ↗ |
|
|