Simulated annealing algorithm for balanced allocation problem

被引:8
作者
Rajesh, R. [1 ]
Pugazhendhi, S. [2 ]
Ganesh, K. [3 ]
机构
[1] Noorul Islam Univ, Dept Mech Engn, Kanyakumari, Tamil Nadu, India
[2] Annamalai Univ, Dept Mfg Engn, Chidambaram, Tamil Nadu, India
[3] McKinsey & Co Inc, Gurgaon, India
关键词
Balanced allocation; 3PL warehouses; Simulated annealing; GENETIC ALGORITHM; OPTIMIZATION APPROACH; TOPOLOGY DESIGN; DISTRIBUTION CENTERS; IMMUNE ALGORITHM; LOCATION MODELS; TAGUCHIS METHOD; COMPONENTS; CUSTOMERS; FRAMEWORK;
D O I
10.1007/s00170-011-3725-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with the balanced allocation of customers to multiple third party logistics warehouses. The allocation problem generally deals with clustering of customers so as to achieve minimum total resource viz. cost or time. But the real challenge arises when it is required to strike a balance between the allocation while also minimizing the total cost or time. Since the problem develops to be non-deterministic polynomial-time hard, the paper uses simulated annealing approach to solve the problem. The balanced solution is achieved by using the min-max function. The effectiveness of the new algorithm is presented through simulation of large sets of problems.
引用
收藏
页码:431 / 440
页数:10
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