Swarm Intelligence: Foundation, Principles, and Engineering Applications

ISBN-13: 9780367546618 / Angielski / Twarda / 2022 / 126 str.

Abhishek Sharma; Abhinav Sharma; Jitendra Kumar Pandey

Opis

Swarm intelligence is one of the fastest-growing sub-fields of artificial intelligence and soft computing. This field includes multiple optimization algorithms to solve NP-hard problems for which conventional methods are not effective. It inspires researchers in engineering sciences to learn theories from nature and incorporate them.

Spis treści

1. Swarm Intelligence: Review, Perspective and Challenges. 2. Theory to Practice in PSO. 3. Survey on New Swarm Intelligence Algorithms. 4. Engineering Applications of Swarm Intelligence. 5. Swarm Intelligence Applications in Machine Learning.