Metaheuristic and Machine Learning Optimization Strategies for Complex Systems is popular PDF and ePub book, written by R., Thanigaivelan in 2024-07-17, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Metaheuristic and Machine Learning Optimization Strategies for Complex Systems can be Read Online from any device for your convenience.
Metaheuristic and Machine Learning Optimization Strategies for Complex Systems Book PDF Summary
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.
Detail Book of Metaheuristic and Machine Learning Optimization Strategies for Complex Systems PDF
- Author : R., Thanigaivelan
- Release : 17 July 2024
- Publisher : IGI Global
- ISBN : 9798369378441
- Genre : Computers
- Total Page : 423 pages
- Language : English
- PDF File Size : 10,7 Mb
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