首页    期刊浏览 2024年12月03日 星期二
登录注册

文章基本信息

  • 标题:Load Planning of Transport Aircraft Based on Hybrid Genetic Algorithm
  • 本地全文:下载
  • 作者:Yang Chenguang ; Liu Hu ; Gao Yuan
  • 期刊名称:MATEC Web of Conferences
  • 电子版ISSN:2261-236X
  • 出版年度:2018
  • 卷号:179
  • DOI:10.1051/matecconf/201817901007
  • 语种:English
  • 出版社:EDP Sciences
  • 摘要:Loading of transport aircraft attracts much attention as the airlift is developing rapidly. It refers to the process that various cargoes are loaded, in an appropriate manner, into kinds of transport aircrafts with constraints of volume, weight and gravity center. Based on two-dimensional bin packing with genetic algorithm (GA), a new hybrid algorithm is proposed to solve the multi-constraint loading problem of transport aircraft for seeking the minimum of fuel consumption. Heuristic algorithm is applied to optimize single-aircraft loading in GA decoding, and the procedure of hybrid GA is summarized for the multi-aircraft loading issues. In the case study, eight kinds of cargos are distributed in three different aircrafts. The optimal result indicates that this algorithm can rapidly generate the best plan for the loading problem regarding lower transport costs.
国家哲学社会科学文献中心版权所有