Generative machine learning-based multi-objective process parameter optimization towards energy and quality of injection molding

Author:

Wu Yirun,Feng Yiqing,Peng ShitongORCID,Mao Zhongfa,Chen Bin

Publisher

Springer Science and Business Media LLC

Subject

Health, Toxicology and Mutagenesis,Pollution,Environmental Chemistry,General Medicine

Reference49 articles.

1. Akar Ö, Güngör O (2012) Classification of multispectral images using Random forest algorithm. J Geod Geoinf 1:105–112

2. Arisoy EB, Musuvathy S, Mirabella L, Slavin E III (2015) Design and topology optimization of lattice structures using deformable implicit surfaces for additive manufacturing. In: International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, p V004T05A003

3. Breiman L (2001) Random forests. Mach Learn 45:5–32

4. Chen WC, Kurniawan D, Fu GL (2012) Optimization of process parameters using DOE, RSM, and GA in plastic injection molding. Advanced Materials Research. Trans Tech Publ, pp 1220–1223

5. Chen W-C, Nguyen M-H, Chiu W-H et al (2016) Optimization of the plastic injection molding process using the Taguchi method, RSM, and hybrid GA-PSO. Int J Adv Manuf Technol 83:1873–1886

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