Mathematical modeling and simulated annealing algorithm for spatial layout problem

The spatial layout of the port industrial zone problem is a core issue in port industrial zone planning, and it directly affects the actual effects of the port industrial zone. Firstly, considering that existing port industrial zone planning lacks in methods of quantitative analysis, this paper cons...

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Bibliographic Details
Published in:Cluster computing 2019-05, Vol.22 (Suppl 3), p.6383-6391
Main Authors: Jiang, Liupeng, Ji, Jie, Lu, Yuhua, Chen, Yanan, Jia, Yue
Format: Article
Language:English
Subjects:
Algorithms
Computer Communication Networks
Computer Science
Drinking water
Economic development
Genetic algorithms
Government agencies
Industrial development
Integer programming
Layouts
Mathematical analysis
Mathematical models
Mathematical programming
Model accuracy
Multiple objective analysis
Operating Systems
Optimization
Processor Architectures
Simulated annealing
Trends
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Summary:The spatial layout of the port industrial zone problem is a core issue in port industrial zone planning, and it directly affects the actual effects of the port industrial zone. Firstly, considering that existing port industrial zone planning lacks in methods of quantitative analysis, this paper constructs a Mathematical model based on multi-objective programming, and the optimal scale of various industries of port industrial zone is obtained. Secondly, the paper takes the maximum dependence degree of port as objective function by using systematic layout planning tools, and solves the spatial layout of the port industrial zone. Finally, by taking Binhai Port industrial zone of China as an example, a port industrial zone spatial layout model is constructed and solved through simulated annealing algorithm. The optimal spatial layout program for Binhai Port industrial zone of China was obtained, which verifies the feasibility and accuracy of the model.
ISSN:1386-7857
1573-7543
DOI:10.1007/s10586-018-2137-8