Location of Facility Based on Simulated Annealing and “ZKW” Algorithms

Author:

Dong Yukun1,Wang Jinyu1,Chen Fenghua1,Hu Yong2,Deng Yong234ORCID

Affiliation:

1. College of Information Science and Technology, Jinan University, Tianhe, Guangzhou 510632, China

2. Big Data Decision Institute, Jinan University, Tianhe, Guangzhou 510632, China

3. Institute of Fundamental and Frontier Science, University of Electronic Science and Technology of China, Chengdu 610054, China

4. School of Computer and Information Science, Southwest University, Chongqing 400715, China

Abstract

To cope with the facility location problem, a method based on simulated annealing and “ZKW” algorithm is proposed in this article. The method is applied to some real cases, which aims to deploy video content server at appropriate nodes in an undirected graph to satisfy the requirements of the consumption nodes with the least cost. Simulated annealing can easily find the optimum with less reliance on the initial solution. “ZKW” algorithm can find the shortest path and calculate the least cost from the server node to consumption node quickly. The results of three kinds of cases illustrate the efficiency of our method, which can obtain the optimum within 90 s. A comparison with Dijkstra and Floyd algorithms shows that, by using “ZKW” algorithm, the method can have large iteration with limited time. Therefore, the proposed method is able to solve this video content server location problem.

Funder

National Natural Science Foundation of China

Publisher

Hindawi Limited

Subject

General Engineering,General Mathematics

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