Swarm intelligence foundation, principles, and engineering applications / Abhishek Sharma, Abhinav Sharma, Jitendra Kumar Pandey, and Mangey Ram.
| Author/creator | Sharma, Abhishek |
| Format | Electronic |
| Edition | First edition. |
| Publication Info | Boca Raton, FL ; Abingdon, Oxon : CRC Press, 2022. |
| Description | 1 online resource |
| Supplemental Content | Full text available from Taylor & Francis eBooks |
| Subjects |
| Series | Mathematical engineering, manufacturing, and management sciences |
| Abstract | "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. Swarm Intelligence: Foundation, Principles, and Engineering Applications provides 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 analyze 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"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Source of description | Description based on print version record and CIP data provided by publisher. |
| Issued in other form | Print version: Sharma, Abhishek Swarm intelligence First edition. Boca Raton, FL : CRC Press, 2022 9780367546618 |
| Genre/form | Electronic books. |
| LCCN | 2021037824 |
| ISBN | 9781003090038 (ebk) |
| ISBN | (hbk) |
| ISBN | (pbk) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |