Comprehensive metaheuristics : algorithms and applications /

"Presents the foundational underpinnings of metaheuristics and a broad scope of algorithms and real-world applications across a variety of research fields. The book starts with fundamentals, mathematical prerequisites, and conceptual approaches to provide readers with a solid foundation. After...

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Bibliographic Details
Corporate Author: ScienceDirect (Online service)
Other Authors: Mirjalili, Seyedali (Editor), Gandomi, Amir Hossein (Editor)
Format: eBook
Language:English
Published: London, United Kingdom ; San Diego, CA : Academic Press, an imprint of Elsevier, [2023]
Subjects:
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Chaos theory in metaheuristcs
  • A new metaheuristic approach for solving multi-objective optimization problems
  • A brief overview of physics-inspired metaheuristic optimization techniques
  • Evolutionary computation techniques for developing optimal response actions against water distribution networks contamination
  • Metaheuristic technique for solving fuzzy nonlinear equations
  • Metaheuristic algorithms in network intrusion detection
  • Metaheuristic algorithms in text clustering
  • Application of metaheuristic algorithms for optimal design of sewer collection systems
  • Space truss structures' optimization using metaheuristic optimization algorithms
  • Metaheuristics for solving the wind turbine placement problem
  • Use of metaheuristics in industrial development and their future perspectives
  • Lévy flight and Chaos theory based metaheuristics for grayscale image thresholding
  • Metaheuristics for optimal feature selection in high-dimensional datasets
  • Optimal deployment of sensors for leakage detection in water distribution systems using metaheuristics
  • Metaheuristic-based automatic generation controller in interconnected power systems with renewable energy sources
  • Route optimization in MANET using swarm intelligence algorithm
  • The promise of metaheuristic algorithms for efficient operation of a highly complex power system
  • Genome sequence assembly using metaheuristics
  • Metaheuristics for optimizing weights in neural networks
  • Metaheuristics for clustering problems
  • Employment of bio-inspired algorithms in the field of antenna array optimization: A review
  • Foundations of combinatorial optimization, heuristics, and metaheuristics.