信息与控制2017，Vol.46Issue(5)：543-550,8.DOI:10.13976/j.cnki.xk.2017.0543
可多次配给的多层级应急调度模型与算法
Multiple Rationing Multi-level Emergency Material Dispatching Model and Its Algorithm
摘要
Abstract
In view of the characteristic of the multi-level nonlinear continuous-consumption emergency material dis-patching problem, to decrease shortages of affected areas and reduce the cost of material dispatching, we es-tablish a multi-level, multiple-rationing, multi-transportation mode, and transshipment-permitted emergency material dispatching model that includes land and air terminals, distribution centers, and affected areas. We propose a multi-objective differential evolution algorithm based on the double-mutation strategy for the multi-objective emergency material dispatching model. The algorithm can use different variation strategies for differ-ent individuals by using feedback solutions to effectively balance the exploration and exploitation of the algo-rithm. By using a simulation and a contrast experiment, we prove that the model is reasonable and that the al-gorithm is effective. An analysis of examples indicates that the algorithm can increase the solutions and en-hance the convergence performance of the algorithm.关键词
应急物资调度/多层级/变异策略/差分进化算法/多目标优化/连续消耗Key words
emergency material dispatching/multi-level/mutation strategy/differential evolution algorithm/multi-objective optimization/continuous consumption分类
信息技术与安全科学引用本文复制引用
宋晓宇,张玉龙,常春光..可多次配给的多层级应急调度模型与算法[J].信息与控制,2017,46(5):543-550,8.基金项目
国家自然科学基金资助项目(51678375) （51678375）
辽宁省自然科学基金资助项目(201502794) （201502794）
教育部人文社会科学研究规划基金资助项目(15YJA630001) （15YJA630001）
