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Publication Citation: An approach for Optimization of Machining Parameters Under Uncertainties Using Intervals and Evolutionary Algorithms

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Author(s): Jean-Louis Vigouroux; Laurent Deshayes; Sebti Foufou; Lawrence A. Welsch;
Title: An approach for Optimization of Machining Parameters Under Uncertainties Using Intervals and Evolutionary Algorithms
Published: May 01, 2007
Abstract: Uncertainty analysis with intervals is an alternative to stochastic optimization for machining optimization problems with uncertainties. This paper presents a study of the coupling interval analysis and evolutionary algorithms for solving optimization problems in high-speed machining. For investigation purposes, the resulting algorithm was first applied to a conventional turning problem and compared to a linear programming algorithms.
Conference: First International Conference on Smart Machining Systems
Proceedings: Proceedings of the First International Conference on Smart Machining Systems
Location: Gaithersburg, MD
Dates: March 13-15, 2007
Keywords: evolutionary algorithms;interval analysis;optimization of machining parameters;optimization under uncertainties
Research Areas: Metrology and Standards for Manufacturing Processes