By Jun Wang, Andrew Kusiak
Regardless of the massive quantity of guides dedicated to neural networks, fuzzy good judgment, and evolutionary programming, few deal with the purposes of computational intelligence in layout and production. Computational Intelligence in production guide fills this void because it covers the latest advances during this quarter and state of the art applications.This accomplished instruction manual comprises an outstanding stability of tutorials and new effects, that enables you to:obtain present informationunderstand technical detailsassess learn potentials, anddefine destiny instructions of the sector production purposes play a number one function in growth, and this guide grants a prepared connection with consultant you simply via those advancements.
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Extra info for Computational Intelligence In Manufacturing Handbook (Handbook Series for Mechanical Engineering)
Wooldridge M. J. and Jennings N. , (1994), Agent theories, architectures and languages: a survey, Proc. ECAI 94 Workshop on Agent Theories, Architectures and Languages, Amsterdam, 1-32. , Takata O. , (1997), An expert system to assist automatic remeshing in rigid plastic analysis, Toyota Technical Review, 46(2), 87-92. Zadeh L. , (1965), Fuzzy sets, Information Control, 8, 338-353. Zimmermann H. , Kluwer, Boston. 6 Introduction Modeling and Design of Manufacturing Systems Modeling, Planning, and Scheduling of Manufacturing Processes Monitoring and Control of Manufacturing Processes Quality Control, Quality Assurance, and Fault Diagnosis Concluding Remarks Abstract In recent years, artificial neural networks have been applied to solve a variety of problems in numerous areas of manufacturing at both system and process levels.
TRADES incorporates a number of heuristics to filter out such design proposals. 8 Conclusion Over the past 40 years, computational intelligence has produced a number of powerful tools. This chapter has reviewed five of those tools, namely, knowledge-based systems, fuzzy logic, inductive learning, neural networks, and genetic algorithms. Applications of the tools in engineering and manufacture have become more widespread due to the power and affordability of present-day computers. It is anticipated that many new applications will emerge and that, for demanding tasks, greater use will be made of hybrid tools combining the strengths of two or more of the tools reviewed here [Medsker, 1995].
On Genetic Algorithms and Their Applications, George Mason University, 116-123. Wilde P. , (1997), Implementation of a genetic algorithm for routing an autonomous robot, Robotica, 15(2), 207-211. Wooldridge M. J. and Jennings N. , (1994), Agent theories, architectures and languages: a survey, Proc. ECAI 94 Workshop on Agent Theories, Architectures and Languages, Amsterdam, 1-32. , Takata O. , (1997), An expert system to assist automatic remeshing in rigid plastic analysis, Toyota Technical Review, 46(2), 87-92.
Computational Intelligence In Manufacturing Handbook (Handbook Series for Mechanical Engineering) by Jun Wang, Andrew Kusiak
Categories: Industrial Engineering