Optimization of Manufacturing Processes
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Beschreibung
This book provides a detailed understanding of optimization methods as they are implemented in a variety of manufacturing, fabrication and machining processes. It covers the implementation of statistical methods, multi-criteria decision making methods and evolutionary techniques for single and multi-objective optimization to improve quality, productivity, and sustainability in manufacturing. It reports on the theoretical aspects, special features, recent research and latest development in the field.
Intelligent Manufacturing is a valuable source of information for researchers and practitioners, as it fills the gap where no dedicated book is available on intelligent manufacturing/modeling and optimization in manufacturing. Readers will develop an understanding of the implementation of statistical and evolutionary techniques for modeling and optimization in manufacturing
Details state-of-the-art optimization techniques and their application to manufacturing Covers statistical methods, multi-criteria decision making and evolutionary techniques Reports on theoretical aspects, recent applications of optimization techniques and the latest developments in the field
Autor*in
Kapil Gupta
Themen in »Optimization of Manufacturing Processes«
Evolutionary Techniques Intelligent Manufacturing Artificial Neural Networks Fuzzy-Logic Genetic Algorithms Optimization in manufacturing Engineering Economics quality control, reliability, safety and risk