Titlebook: Soft Computing and Fractal Theory for Intelligent Manufacturing; Oscar Castillo,Patricia Melin Book 2003 Springer-Verlag Berlin Heidelberg

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1434-9922 he application of soft computing techniques and fractal theory for achieving the goals of manufacturing, which are production planning and control, monitoring and diagnosis978-3-662-00296-4978-3-7908-1766-9Series ISSN 1434-9922 Series E-ISSN 1860-0808

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Introduction,ok are the problems of controlling the process of production, monitoring and diagnosis faults, and performing quality control. These manufacturing problems are not easy to solve because, in general, real world plants are non-linear dynamical systems, and as a consequence there is no simple way to pr

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Genetic Algorithms and Simulated Annealing,pplication. Alternatively, we can use a genetic algorithm to optimize the number of rules or the membership functions of a fuzzy system for a specific problem. These are two important application of genetic algorithms, which will be used in later chapters to design intelligent intelligent systems fo

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Book 2003ese manufacturing systems has now been well recognized. We consider in this book the concept of "intelligent manufacturing" as the application of soft computing techniques and fractal theory for achieving the goals of manufacturing, which are production planning and control, monitoring and diagnosis

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1434-9922 pplementary material: We describe in this book, new methods for intelligent manufacturing using soft computing techniques and fractal theory. Soft Computing (SC) consists of several computing paradigms, including fuzzy logic, neural networks, and genetic algorithms, which can be used to produce powe