Hybrid Metaheuristics:Research and Applications

图书简介

A metaheuristic is a higher-level procedure designed to select a partial search algorithm that may lead to a good solution to an optimization problem, especially with incomplete or imperfect information. This unique compendium focuses on the insights of hybrid metaheuristics. It illustrates the recent researches on evolving novel hybrid metaheuristic algorithms, and prominently highlights its diverse application areas. As such, the book helps readers to grasp the essentials of hybrid metaheuristics and to address real world problems. The must-have volume serves as an inspiring read for professionals, researchers, academics and graduate students in the fields of artificial intelligence, robotics and machine learning.

Introduction; Review on Hybrid Metaheuristic Approaches for optimization in Multi-biometric Authentication System; Hybrid TLBO-GSA Strategy for Constrained & Unconstrained Engineering Optimization Functions; A Novel Membrane Computing Inspired Jaya Algorithm Based Automatic Generation Control of Multi-Area Interconnected Power System; Edge Detection in Underwater Image Based on Human Psycho Visual Phenomenon and Mean Particle Swam Optimization (MPSO); Quantum Inspired Non-dominated Sorting Based Multi-objective GA for Multi-level Image Thresholding; Hybrid Entropy-GRA Approach for Novel Materials Selection of Hip Joint Femoral Head; A Hybrid Grey Wolf Optimization and Support Vector Machines for Detection of Epileptic Seizure; Modeling of CSC-STATCOM with Optimized Novel Controller; Optimization of Recurrent Neural Networks Using Evolutionary Group-based Particle Swarm Optimization for Hexapod Robot Gait Generation; Load Optimization using Hybrid Metaheuristics in Power Generation with Transmission Loss; Conclusion

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Hybrid Metaheuristics:Research and Applications（Series in Machine Perception and Artificial Intelligence） 混合共通启发式演算法：研究与应用 计算机软件

Hybrid Metaheuristics:Research and Applications（Series in Machine Perception and Artificial Intelligence）

混合共通启发式演算法：研究与应用
计算机软件