Swarm intelligence : foundation, principles, and engineering applications / Abhishek Sharma, Abhinav Sharma, Jitendra Kumar Pandey, and Mangey Ram.
"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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| Online Access: |
Full Text (via Taylor & Francis) |
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| Main Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL ; Abingdon, Oxon :
CRC Press,
2022.
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| Edition: | First edition. |
| Series: | Mathematical engineering, manufacturing, and management sciences.
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| Subjects: |
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.