
Multi-objective Optimization Techniques (eBook, PDF)
Variants, Hybrids, Improvements, and Applications
Redaktion: Rashid, Tarik A.; Salih, Sinan Q.; Bacanin, Nebojsa; Mirjalili, Seyedali; Yaseen, Zaheer Mudher; Hassan, Bryar A.; Ahmed, Aram Mahmoon
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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. Discu...
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.
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.
- 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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