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Multi-objective Optimization Techniques: Variants, Hybrids, Improvements, and Applications
Tarik A. Rashid
Multi-objective Optimization Techniques: Variants, Hybrids, Improvements, and Applications
Tarik A. Rashid (Author) · CRC Press · Paperback
Multi-objective Optimization Techniques: Variants, Hybrids, Improvements, and Applications
Tarik A. Rashid
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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