Multi-objective Optimization Techniques

Multi-objective Optimization Techniques

Forfatter: Tarik A. Rashid, Aram Mahmoon Ahmed, Bryar A. Hassan, Zaher Mundher Yaseen, Seyedali Mirjalili, Nebojsa Bacanin, Sinan Q. Salih
Forlag: CRC Press
Udgave: 1
Udgivelsesdato: 2025
ISBN: 9781032589985

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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.
  • 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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