| 遗传算法在预拌混凝土配送中的应用 |
| |
| 引用本文： | 蔡焕芹,王丽亚,高薛文.遗传算法在预拌混凝土配送中的应用[J].上海交通大学学报,2007,41(8):1388-1392. |
| |
| 作者姓名： | 蔡焕芹 王丽亚 高薛文 |
| |
| 作者单位： | 1. 上海交通大学,工业工程与管理系,上海,200240
2. 上海建工物资公司浦东分公司,上海,200125 |
| |
| 摘 要： | 针对预拌混凝土(RMC)配送的特点,建立了双目标RMC配送优化模型,并采用自适应遗传算法对该模型进行求解.在进化过程中采用了小生境技术保持群体多样性,并结合自适应遗传算法优化进化参数.另外,采用帕累托边界法为双目标提供多个方案,以便决策者可根据实际情况进行最终选择.
|
| 关 键 词： | 预拌混凝土 车辆调度 遗传算法 帕累托边界 |
| 文章编号： | 1006-2467（2007）08-1388-05 |
| 修稿时间： | 2006-09-18 |
Optimizing the Scheduling of Dispatching Ready Mixed Concret Trucks Through Genetic Algorithm |
| |
| CAI Huan-qin,WANG Li-ya,GAO Xue-wen.Optimizing the Scheduling of Dispatching Ready Mixed Concret Trucks Through Genetic Algorithm[J].Journal of Shanghai Jiaotong University,2007,41(8):1388-1392. |
| |
| Authors: | CAI Huan-qin WANG Li-ya GAO Xue-wen |
| |
| Institution: | 1 Dept. of Industrial Eng. and Management, Shanghai Jiaotong Univ. , Shanghai 200240, China; 2. Shanghai Construction Group of Material Company, Shanghai 200125, China |
| |
| Abstract: | A double-objective optimization model was built for the scheduling of dispatching ready mixed concrete(RMC) trucks,and an adaptive genetic algorithm was proposed to solve this multi-objective problem.The niche is used in the genetic algorithm to ensure better population diversity.Pareto font is used to provide several optional schedules for dispatching RMC trucks from which the decision-makers can choose a most suitable one according to the certain situation. |
| |
| Keywords: | ready mixed concrete(RMC) scheduling genetic algorithm Pareto font |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
