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Khamis, Alaa

Optimization algorithms AI techniques for design, planning, and control problems Alaa Khamis - 1a. Ed - Shelter Island, Nueva York Manning Publications Co 2024 - xx, 513 Paginas ilustraciones

Incluye referencias bibliográficas e índices

Part 1. Deterministic search algorithms. Introduction to search and optimization -- A deeper look at search and optimization -- Blind search algorithms -- Informed search algorithms -- Part 2. Trajectory-based algorithms. Simulated annealing -- Tabu search -- Part 3. Evolutionary computing algorithms. Genetic algorithms -- Genetic algorithm variants -- Part 4. Swarm intelligence algorithms. Particle swarm optimization -- Other swarm intelligence algorithms to explore -- Part 5. Machine learning-based methods. Supervised and unsupervised learning -- Reinforcement learning.

9781633438835


Algoritmos informáticos
Metaheurística
Algoritmos inspirados en la naturaleza
Optimización matemática
Aprendizaje automático

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