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
Автор: Abhinav Goel, Anand Chauhan, A.K. Malik
Издательство: CRC Press
Год: 2022
Страниц: 243
Язык: английский
Формат: pdf (true)
Размер: 14.2 MB
This book provides different approaches used to analyze, draw attention, and provide an understanding of the advancements in the optimization field across the globe. It brings all of the latest methodologies, tools, and techniques related to optimization and industrial engineering into a single volume to build insights towards the latest advancements in various domains. Applications of Advanced Optimization Techniques in Industrial Engineering includes the basic concept of optimization, techniques, and applications related to industrial engineering. Concepts are introduced in a sequential way along with explanations, illustrations, and solved examples. The book goes on to explore applications of operations research and covers empirical properties of a variety of engineering disciplines. It presents network scheduling, production planning, industrial and manufacturing system issues, and their implications in the real world. Evolutionary approaches form a subset of modern artificial algorithms, which are inspired by nature. Evolutionary approaches are an efficient and effective choice in order to solve complex, continuous and discrete, convex and nonconvex, nonlinear and linear, optimization problems. Evolutionary algorithms are also known as metaheuristic optimization techniques.