Algorithms for Intelligent Systems

Dulhare, Uma N.; Houssein, Essam Halim

This book takes a balanced approach between theoretical understanding and real-time applications. All the topics included real-world problems which show how to explore, build, evaluate, and optimize machine learning models fusion with metaheuristic algorithms. Optimization algorithms classified into two broad categories as deterministic and probabilistic algorithms. The content of book elaborates optimization algorithms such as particle swarm optimization, ant colony optimization, whale search algorithm, and cuckoo search algorithm. 

Details

Published by: Springer

Publication Date: 2023-11-02

Format: Hardcover

ISBN-13: 9789819966448

DOI: 10.1007/978-981-99-6645-5

Dimensions: 235cm x155cm

Pages: 295