{"title":"基于蚁群算法的矩形装箱问题研究","authors":"Yi-nan Guo, Hui Li","doi":"10.1504/IJMSI.2015.071117","DOIUrl":null,"url":null,"abstract":"The large-scale rectangular packing problem is a typical combinatorial optimisation problem, which belongs to the most complicated NP-complete problem. Now, it is very difficult to obtain the best solution within a certain time by the commonly used theories and methods of calculation. The ant colony algorithm, developed in recent years, is very effective in solving combinatorial optimisation and NP-problems. Based on the analysis of ant colony algorithm and the rectangular packing problem, this paper combine the ant colony algorithm and rectangular packing problem, the best-worst ant model is built and then simulated, finally, an example is used to prove the effectiveness of the proposed algorithm.","PeriodicalId":39035,"journal":{"name":"International Journal of Materials and Structural Integrity","volume":"1 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2015-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1504/IJMSI.2015.071117","citationCount":"0","resultStr":"{\"title\":\"Investigation on the rectangular packing problem based on the ant colony algorithm\",\"authors\":\"Yi-nan Guo, Hui Li\",\"doi\":\"10.1504/IJMSI.2015.071117\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The large-scale rectangular packing problem is a typical combinatorial optimisation problem, which belongs to the most complicated NP-complete problem. Now, it is very difficult to obtain the best solution within a certain time by the commonly used theories and methods of calculation. The ant colony algorithm, developed in recent years, is very effective in solving combinatorial optimisation and NP-problems. Based on the analysis of ant colony algorithm and the rectangular packing problem, this paper combine the ant colony algorithm and rectangular packing problem, the best-worst ant model is built and then simulated, finally, an example is used to prove the effectiveness of the proposed algorithm.\",\"PeriodicalId\":39035,\"journal\":{\"name\":\"International Journal of Materials and Structural Integrity\",\"volume\":\"1 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2015-08-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://sci-hub-pdf.com/10.1504/IJMSI.2015.071117\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"International Journal of Materials and Structural Integrity\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1504/IJMSI.2015.071117\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"Engineering\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal of Materials and Structural Integrity","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/IJMSI.2015.071117","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"Engineering","Score":null,"Total":0}
Investigation on the rectangular packing problem based on the ant colony algorithm
The large-scale rectangular packing problem is a typical combinatorial optimisation problem, which belongs to the most complicated NP-complete problem. Now, it is very difficult to obtain the best solution within a certain time by the commonly used theories and methods of calculation. The ant colony algorithm, developed in recent years, is very effective in solving combinatorial optimisation and NP-problems. Based on the analysis of ant colony algorithm and the rectangular packing problem, this paper combine the ant colony algorithm and rectangular packing problem, the best-worst ant model is built and then simulated, finally, an example is used to prove the effectiveness of the proposed algorithm.