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Keywords: genetic algorithm
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Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2023, 145(11): 111009.
Paper No: MANU-23-1198
Published Online: September 11, 2023
...-to-stock parts in a single build. A genetic algorithm with a scheduling and rule-based heuristic for part allocation on the build plate of AM process is used to solve a multi-objective implementation problem of AM with conventional manufacturing, with cost, scheduling, and sustainability being...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. March 2021, 143(3): 031010.
Paper No: MANU-20-1357
Published Online: December 17, 2020
.... In this study, an optimization method was developed using support vector regression (SVR) and a genetic algorithm (GA) to reduce web warping in flexible roll forming. An SVR model was developed to predict the web-warping height, and a response surface method was used to investigate the effect of the process...
Journal Articles
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. December 2008, 130(6): 061005.
Published Online: October 10, 2008
...) the fixture system robustness against environmental noises in order to minimize product dimensional variability. The proposed methodology is based on a two-step optimization which involves the integration of genetic algorithm and Hammersley sequence sampling. First, genetic algorithm is used for design space...