Multi-objective Optimization Techniques : Variants, Hybrids, Improvements, and Applications /
The book establishes how to design, develop, and test different hybrids of multi-objective optimization algorithms. It presents several application areas of multi-objective optimization algorithms. Presents a thorough analysis of equations, mathematical models, and mechanisms of multi-objective opti...
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| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton :
CRC Press,
2025.
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| Edition: | First edition. |
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| Online Access: | Connect to the full text of this electronic book |
| Summary: | The book establishes how to design, develop, and test different hybrids of multi-objective optimization algorithms. It presents several application areas of multi-objective optimization algorithms. Presents a thorough analysis of equations, mathematical models, and mechanisms of multi-objective optimization algorithms. Explores different alternatives of multi-objective optimization algorithms to solve binary, multi-objective, noisy, dynamic, and combinatorial optimization problems. Illustrates how to design, develop, and test different hybrids of multi-objective optimization algorithms. Discusses multi-objective optimization techniques for cloud, fog, and edge computing. Highlights applications of multi-objective optimization in diverse sectors such as engineering, e-healthcare, and scheduling. The text is primarily written for senior undergraduates, graduate students, and academic researchers in the fields of electrical engineering, electronics, communications engineering, computer science and engineering, and mathematics. |
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| Physical Description: | 1 online resource (xvi, 342 pages). |
| ISBN: | 9781003601555 1003601553 9781040322321 1040322328 9781040322345 1040322344 |