Computational Intelligence-based Optimization Algorithms: From Theory to Practice by Babak Zolghadr-Asli

Author:Babak Zolghadr-Asli
Format: pdf
Tags: Computational intelligence-based optimization methods, also known as meta-heuristic 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 algorithmâ••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., meta-heuristic optimization algorithms; algorithms; Python code; Computational intelligence-based optimization methods; mathematical programming


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