| 考虑资源约束和数量折扣的联合补货-选址库存协同优化研究 |
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| 引用本文： | 王林,郑贵莲,曾宇容.考虑资源约束和数量折扣的联合补货-选址库存协同优化研究[J].运筹与管理,2019,28(1):17-26. |
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| 作者姓名： | 王林 郑贵莲 曾宇容 |
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| 作者单位： | 1.华中科技大学 管理学院,湖北 武汉 430074; 2.湖北经济学院 信息与通信工程学院,湖北 武汉 430205 |
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| 基金项目： | 国家自然科学基金资助项目( 71371080,71620107002,71602015) |
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| 摘 要： | 本文构建了一种基于联合补货策略的配送中心选址-库存协同优化新模型,该模型允许缺货,有资源约束且考虑数量折扣;同时设计了一种融合模拟退火思想的双种群独立进化的自适应差分算法(Adaptive Simulated Annealing Differential Algorithm,ASADE)对该模型进行求解,并通过算例与自适应差分算法、改进的蛙跳算法进行对比,证实了ASADE算法的有效性。最后进行了敏感性分析,讨论相关参数变动对总成本的影响,可为管理者更好决策提供有益的依据。
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| 关 键 词： | 联合补货 选址-库存 资源约束 数量折扣 双种群差分进化 |
| 收稿时间： | 2017-04-13 |
Collaborative Optimization of Joint Replenishment-Location Inventory Problem with Resource Constraints and Quantity Discount |
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| WANG Lin,ZHENG Gui-lian,ZENG Yu-rong.Collaborative Optimization of Joint Replenishment-Location Inventory Problem with Resource Constraints and Quantity Discount[J].Operations Research and Management Science,2019,28(1):17-26. |
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| Authors: | WANG Lin ZHENG Gui-lian ZENG Yu-rong |
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| Institution: | 1.School of Management, Huazhong University of Science and Technology, Wuhan 430074, China; 2.School of Information Engineering, Hubei University of Economics, Wuhan 430205, China |
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| Abstract: | A new joint replenishment-location inventory model(JR-LIP)is proposed considering resource constraints and quantity discount, which permits shortage. An adaptive differential evolution algorithm based on simulated annealing with binary population independent evolution is redesigned to solve the proposed JR-LIP model. Compared with the adaptive differential algorithm(AHDE)and the improved frog leaping algorithm(FLA), the numerical studies show the effectiveness of the proposed ASADE. Finally, the sensitivity analysis is further conducted to discuss the influence of parameters on the total cost, which can provide useful references for managers to make better decisions. |
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| Keywords: | joint replenishment location-inventory resource constraint quantity discount binary differential evolution |
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