Computational Intelligence-based Optimization Algorithms

From Theory to Practice

Inbunden, Engelska, 2023

Av Babak Zolghadr-Asli, Australia) Zolghadr-Asli, Babak (University of Exeter, UK, and University of Queensland

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Computational intelligence-based optimization methods, also known as metaheuristic optimization algorithms, are a popular topic in mathematical programming.These methods have bridged the gap between various approaches and created a new school of thought to solve real-world optimization problems. In this book, we have selected some of the most effective and renowned algorithms in the literature. These algorithms are not only practical but also provide thought-provoking theoretical ideas to help readers understand how they solve optimization problems. Each chapter includes a brief review of the algorithm’s background and the fields it has been used in.Additionally, Python code is provided for all algorithms at the end of each chapter, making this book a valuable resource for beginner and intermediate programmers looking to understand these algorithms.

Produktinformation

Utgivningsdatum2023-10-11
Mått156 x 234 x undefined mm
Vikt453 g
SpråkEngelska
Antal sidor338
FörlagTaylor & Francis Ltd
EAN9781032544168

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