2D irregular packing and cuttingGenetic algorithmFidelityEvolutionary optimizationSkyline methodThe cutting and packing problems (CPP) widely appear in various industrial fields, such as additive manufacturing (
An RL algorithm based on Monte Carlo learning (MC), Q-learning, and Sarsa-learning is proposed in this paper to solve a 2D irregular-piece packing problem. Additionally, mechanisms of reward–return and strategy-update based on piece packing were designed. Finally, the standard test case of ...
Mathematics 2023, 11(2), 327; https://doi.org/10.3390/math11020327 ActionDateNotesLink article pdf uploaded. 8 January 2023 09:02 CET Version of Record https://www.mdpi.com/2227-7390/11/2/327/pdf-vor article xml file uploaded 17 January 2023 11:43 CET Original file - article xml uplo...
Efficient Packing of 2D Irregular Parts: A Hybrid Approach Incorporating a Modified Genetic Algorithm and Image ProcessingWASTE minimizationIMAGE processingThis study proposes a technique for effectively arranging irregularly shaped parts on a board using a modified genetic algorithm and image processing. ...