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Keywords: Genetic Algorithm
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Proceedings Papers
A Dynamic Programming Approach to Solve the Facility Layout Problem for Reconfigurable Manufacturing
Available to Purchase
Proc. ASME. MSEC2021, Volume 2: Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T07A001, June 21–25, 2021
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2021-60408
... of the state-space. A genetic algorithm is applied to search for the best subset of layouts where each chromosome represents one subset of layouts. This subset is given to DP to be solved and the result is considered as the fitness of the chromosome. By the evolution of the chromosomes, the best subset...
Proceedings Papers
Intelligent Modeling and Optimization of Material Removal Rate in Electric Discharge Diamond Grinding
Available to Purchase
Proc. ASME. MSEC2012, ASME 2012 International Manufacturing Science and Engineering Conference, 431-438, June 4–8, 2012
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2012-7252
... of neural network and genetic algorithm has been used to develop the intelligent model for material removal rate (MRR) and subsequent optimization with the experimental data obtained by scientifically designed experimentation. Electric discharge diamond grinding Material removal rate Artificial...
Proceedings Papers
Forming Force Prediction in Two Point Incremental Forming Using Backpropagation Neural Networks in Combination With Genetic Algorithms
Available to Purchase
Proc. ASME. MSEC2010, ASME 2010 International Manufacturing Science and Engineering Conference, Volume 2, 99-106, October 12–15, 2010
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2010-34142
..., there are some drawbacks in using Backpropagation (BP) neural networks, such as easily falling into local minimum point. Because of that, recently Genetic Algorithms (GA) are applied to BP networks in order to optimize them. This paper describes the application of BP networks and GA applied to BP networks...
Proceedings Papers
Achievement of High Flatness of Large Diameter Silicon Wafer in Double-Sided Polishing: Optimization of Polishing Conditions Considering Relative Motion Direction
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Proc. ASME. MSEC2009, ASME 2009 International Manufacturing Science and Engineering Conference, Volume 1, 671-676, October 4–7, 2009
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2009-84055
... shape in the calculation. Key Words: Polishing, Lapping, Double-Sided Polishing, Flatness, Tool Wear, Engineering Optimization, Genetic Algorithm, Silicon Wafer INTRODUCTION Semiconductor devices require Si wafers as the substrates to be manufactured with very high flatness for miniaturizing the design...
Proceedings Papers
Allocation of Flexible Tooling for Optimal Stochastic Multistation Manufacturing Process Quality Control
Available to Purchase
Proc. ASME. MSEC2008, ASME 2008 International Manufacturing Science and Engineering Conference, Volume 2, 161-169, October 7–10, 2008
Publisher: American Society of Mechanical Engineers
Paper No: MSEC_ICM&P2008-72443
... of errors in dimensional workpiece quality in a multi-station manufacturing process with a limited number of flexible tooling components. Genetic Algorithm is proposed to enable optimal allocation of flexible tooling devices. Theoretical results have been evaluated and demonstrated using the SoV model...