Engineering Applications of Modern Metaheuristics

Engineering Applications of Modern Metaheuristics
Author: Taymaz Akan
Publisher: Springer Nature
Total Pages: 209
Release: 2022-12-04
Genre: Technology & Engineering
ISBN: 3031168321

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This book is a collection of various methodologies that make it possible for metaheuristics and hyper-heuristics to solve problems that occur in the real world. This book contains chapters that make use of metaheuristics techniques. The application fields range from image processing to transmission power control, and case studies and literature reviews are included to assist the reader. Furthermore, some chapters present cutting-edge methods for load frequency control and IoT implementations. In this sense, the book offers both theoretical and practical contents in the form of metaheuristic algorithms. The researchers used several stochastic optimization methods in this book, including evolutionary algorithms and Swarm-based algorithms. The chapters were written from a scientific standpoint. As a result, the book is primarily aimed at undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, but it can also be used in courses on Artificial Intelligence, among other things. Similarly, the material may be beneficial to research in evolutionary computation and artificial intelligence communities.


Engineering Applications of Modern Metaheuristics
Language: en
Pages: 209
Authors: Taymaz Akan
Categories: Technology & Engineering
Type: BOOK - Published: 2022-12-04 - Publisher: Springer Nature

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This book is a collection of various methodologies that make it possible for metaheuristics and hyper-heuristics to solve problems that occur in the real world.
Engineering Optimization
Language: en
Pages: 377
Authors: Xin-She Yang
Categories: Mathematics
Type: BOOK - Published: 2010-07-20 - Publisher: John Wiley & Sons

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An accessible introduction to metaheuristics and optimization, featuring powerful and modern algorithms for application across engineering and the sciences From
Metaheuristic Applications in Structures and Infrastructures
Language: en
Pages: 31
Authors: Mohammed Ghasem Sahab
Categories: Technology & Engineering
Type: BOOK - Published: 2013-01-31 - Publisher: Elsevier Inc. Chapters

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Modern Metaheuristics in Image Processing
Language: en
Pages: 140
Authors: Diego Oliva
Categories: Computers
Type: BOOK - Published: 2022-09-28 - Publisher: CRC Press

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The use of metaheuristic algorithms (MA) has been increasing in recent years, and the image processing field is not the exempted of their application. In the la
Meta Heuristic Techniques in Software Engineering and Its Applications
Language: en
Pages: 368
Authors: Mihir Narayan Mohanty
Categories: Technology & Engineering
Type: BOOK - Published: 2022-10-17 - Publisher: Springer Nature

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This book discusses an integration of machine learning with metaheuristic techniques that provide more robust and efficient ways to address traditional optimiza