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Titlebook: Analysis and Comparison of Metaheuristics; Erik Cuevas,Omar Avalos,Jorge Gálvez Book 2023 The Editor(s) (if applicable) and The Author(s),

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发表于 2025-3-21 16:38:09 | 显示全部楼层 |阅读模式
期刊全称Analysis and Comparison of Metaheuristics
影响因子2023Erik Cuevas,Omar Avalos,Jorge Gálvez
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发行地址Presents a comparative perspective of current metaheuristic developments.Includes effective applications to several complex problems.Gives an introduction to Analysis and Comparison of Metaheuristics
学科分类Studies in Computational Intelligence
图书封面Titlebook: Analysis and Comparison of Metaheuristics;  Erik Cuevas,Omar Avalos,Jorge Gálvez Book 2023 The Editor(s) (if applicable) and The Author(s),
影响因子This book presents a comparative perspective of current metaheuristic developments, which have proved to be effective in their application to several complex problems. The study of biological and social entities such as animals, humans, or insects that manifest a cooperative behavior has produced several computational models in metaheuristic methods. Although these schemes emulate very different processes or systems, the rules used to model individual behavior are very similar. Under such conditions, it is not clear to identify which are the advantages or disadvantages of each metaheuristic technique. The book is compiled from a teaching perspective. For this reason, the book is primarily intended for undergraduate and postgraduate students of Science, Electrical Engineering, or Computational Mathematics. It is appropriate for courses such as Artificial Intelligence, Electrical Engineering, Evolutionary Computation. The book is also useful for researchers from the evolutionary and engineering communities. Likewise, engineer practitioners, who are not familiar with metaheuristic computation concepts, will appreciate that the techniques discussed are beyond simple theoretical tools s
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Fractional-Order Estimation Using via Locust Search Algorithm, as a consequence of an improper balance among the evolutionary exploration stage and exploitation stage. This chapter introduces an evolutionary approach to estimating the parameter values of fractional-order chaotic systems. To estimate the parameters, the proposed approach employs a newly develop
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https://doi.org/10.1007/978-3-319-22410-7 as a consequence of an improper balance among the evolutionary exploration stage and exploitation stage. This chapter introduces an evolutionary approach to estimating the parameter values of fractional-order chaotic systems. To estimate the parameters, the proposed approach employs a newly develop
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Comparison of Optimization Techniques for Solar Cells Parameter Identification,arameters of their design, which becomes a complex task due to the multimodality and non-linearity of their error surfaces, increasing the difficulty of their optimization. EC’s techniques are employed for determining optimal solutions to complex problems.
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1860-949X n introduction to Analysis and Comparison of Metaheuristics This book presents a comparative perspective of current metaheuristic developments, which have proved to be effective in their application to several complex problems. The study of biological and social entities such as animals, humans, or
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A Comparative Approach for Two-Dimensional Digital IIR Filter Design Applying Different Evolutionar 2D-IIR filters can easily generate unstable transfer functions, they produce multimodal error surfaces which are complex to optimize. On the other hand, Evolutionary Computation (EC) techniques methods with the ability to explore complex search spaces for suitable solutions.
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