Metaheuristic and Machine Learning Optimization Strategies for Complex Systems

Metaheuristic and Machine Learning Optimization Strategies for Complex Systems
Author: R., Thanigaivelan
Publisher: IGI Global
Total Pages: 423
Release: 2024-07-17
Genre: Computers
ISBN:


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In contemporary engineering domains, optimization and decision-making issues are crucial. Given the vast amounts of available data, processing times and memory usage can be substantial. Developing and implementing novel heuristic algorithms is time-consuming, yet even minor improvements in solutions can significantly reduce computational costs. In such scenarios, the creation of heuristics and metaheuristic algorithms has proven advantageous. The convergence of machine learning and metaheuristic algorithms offers a promising approach to address these challenges. Metaheuristic and Machine Learning Optimization Strategies for Complex Systems covers all areas of comprehensive information about hyper-heuristic models, hybrid meta-heuristic models, nature-inspired computing models, and meta-heuristic models. The key contribution of this book is the construction of a hyper-heuristic approach for any general problem domain from a meta-heuristic algorithm. Covering topics such as cloud computing, internet of things, and performance evaluation, this book is an essential resource for researchers, postgraduate students, educators, data scientists, machine learning engineers, software developers and engineers, policy makers, and more.


Metaheuristic and Machine Learning Optimization Strategies for Complex Systems
Language: en
Pages: 423
Authors: R., Thanigaivelan
Categories: Computers
Type: BOOK - Published: 2024-07-17 - Publisher: IGI Global

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In contemporary engineering domains, optimization and decision-making issues are crucial. Given the vast amounts of available data, processing times and memory
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Language: en
Pages: 0
Authors: Xiong Luo
Categories:
Type: BOOK - Published: 2023-11-02 - Publisher: Mdpi AG

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This reprint contains 15 articles from the Special Issue of the MDPI journal Processes on "Machine Learning-Assisted Intelligent Processing and Optimization of
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Type: BOOK - Published: 2024-05-05 - Publisher: Elsevier

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Type: BOOK - Published: - Publisher: Springer Nature

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