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Swarm intelligence : foundation, principles, and engineering applications /

"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 t...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Sharma, Abhishek (Robotics engineer) (Author)
Format: Electronic eBook
Language:Inglés
Published: Boca Raton, FL ; Abingdon, Oxon : CRC Press, 2022.
Edition:First edition.
Series:Mathematical engineering, manufacturing, and management sciences
Subjects:
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • 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.