Swarm intelligence : foundation, principles, and engineering applications / Abhishek Sharma...[et.al.,]
Material type: TextPublication details: Boca Raton CRC Press 2022Description: 125pISBN:- 9780367546618
- 006.3824 SHA-A
Item type | Current library | Collection | Shelving location | Call number | Copy number | Status | Date due | Barcode | Item holds | |
---|---|---|---|---|---|---|---|---|---|---|
Books | BITS Pilani Hyderabad | 003-007 | General Stack (For lending) | 006.3824 SHA-A (Browse shelf(Opens below)) | GBP 82.99 | Pending hold | 48513 |
Browsing BITS Pilani Hyderabad shelves, Shelving location: General Stack (For lending), Collection: 003-007 Close shelf browser (Hides shelf browser)
Swarm intelligence is one of the fastest growing subfields 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.
Swarm Intelligence: Foundation, Principles, and Engineering Applicationsprovides a comprehensive review of new swarm intelligence techniques and offers practical implementation of Particle Swarm Optimization (PSO) with MATLAB code. The book discusses the statistical analysis of swarm optimization techniques so that researchers can analyse their experiment design. It also includes algorithms in social sectors, oil and gas industries, and recent research findings of new optimization algorithms in the field of engineering describing the implementation in machine learning.
This book is written for students of engineering, research scientists, and academicians involved in the engineering sciences.
There are no comments on this title.