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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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boca Raton, FL Abingdon, Oxon
CRC Press
2022
|
| Edition: | First edition. |
| Series: | Mathematical engineering, manufacturing, and management sciences
|
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781000529753/?ar |
| Summary: | "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"-- |
| Item Description: | Includes bibliographical references and index. - Description based on print version record and CIP data provided by publisher |
| Physical Description: | 1 Online-Ressource. |
| ISBN: | 9781003090038 1003090036 9781000529746 1000529746 9781000529753 1000529754 |
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| language | English |
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| spelling | Sharma, Abhishek VerfasserIn aut Swarm intelligence foundation, principles, and engineering applications Abhishek Sharma, Abhinav Sharma, Jitendra Kumar Pandey, and Mangey Ram First edition. Boca Raton, FL Abingdon, Oxon CRC Press 2022 1 Online-Ressource. Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Mathematical engineering, manufacturing, and management sciences Includes bibliographical references and index. - Description based on print version record and CIP data provided by publisher "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"-- Swarm intelligence TECHNOLOGY / Manufacturing COMPUTERS / Artificial Intelligence 9780367546618 Erscheint auch als Druck-Ausgabe 9780367546618 |
| spellingShingle | Sharma, Abhishek Swarm intelligence foundation, principles, and engineering applications Swarm intelligence TECHNOLOGY / Manufacturing COMPUTERS / Artificial Intelligence |
| title | Swarm intelligence foundation, principles, and engineering applications |
| title_auth | Swarm intelligence foundation, principles, and engineering applications |
| title_exact_search | Swarm intelligence foundation, principles, and engineering applications |
| title_full | Swarm intelligence foundation, principles, and engineering applications Abhishek Sharma, Abhinav Sharma, Jitendra Kumar Pandey, and Mangey Ram |
| title_fullStr | Swarm intelligence foundation, principles, and engineering applications Abhishek Sharma, Abhinav Sharma, Jitendra Kumar Pandey, and Mangey Ram |
| title_full_unstemmed | Swarm intelligence foundation, principles, and engineering applications Abhishek Sharma, Abhinav Sharma, Jitendra Kumar Pandey, and Mangey Ram |
| title_short | Swarm intelligence |
| title_sort | swarm intelligence foundation principles and engineering applications |
| title_sub | foundation, principles, and engineering applications |
| topic | Swarm intelligence TECHNOLOGY / Manufacturing COMPUTERS / Artificial Intelligence |
| topic_facet | Swarm intelligence TECHNOLOGY / Manufacturing COMPUTERS / Artificial Intelligence |
| work_keys_str_mv | AT sharmaabhishek swarmintelligencefoundationprinciplesandengineeringapplications |