TY  - BOOK
AU  - Khamis,Alaa
TI  - Optimization algorithms: AI techniques for design, planning, and control problems
SN  - 9781633438835
U1  - 006.31 20
PY  - 2024///
CY  - Shelter Island, Nueva York
PB  - Manning Publications Co
KW  - Algoritmos informáticos
KW  - Metaheurística
KW  - Algoritmos  inspirados en la naturaleza
KW  - Optimización matemática
KW  - Aprendizaje automático
N1  - 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
ER  -