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