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:: Volume 6, Issue 1 (6-2018) ::
jgit 2018, 6(1): 131-154 Back to browse issues page
Multi-Objective land use planning and modeling its change using Multi-Objective Evolutionary Algorithm based on Decomposition algorithm
Zohreh Masoumi * , Mohammad Sadi Mesgari
Institute of Advanced Studies in Basic Sciences
Abstract:   (3866 Views)
Considering rigidity in General and Detail urban plans, modeling the effects of changes mathematically would be worth in such plans. Investigating the effects of urban land use changes in the arrangement of other land uses and designing criteria such as consistency, dependency, suitability and per capita demand, always is a multi-objective and NP-hard problem. Due to the variety of urban land uses and their complex relationships with each other, many possible arrangements of land uses can be suggested. In this study, the main target is obtaining the effects of changes in one or more land uses in the arrangement of the other land uses considering three objective functions and one criteria simultaneously. These objective functions include consistency, dependency and suitability. Moreover, per capita demand assume as criteria in this research. To do so, MOEA/D algorithm is applied. Results demonstrate that the solutions are acceptable in the test of meta-heuristic algorithms. Furthermore, the results of the algorithm shows more optimized answer than current status. It is notable to say that the run time of this algorithm is considerably lower than other MOEAs like NSGA-II. Besides, the search space of MOEA/D is more expanded than NSGA-II.
Keywords: Land use change modeling, Decision support, MOEA/D, GIS
Full-Text [PDF 1752 kb]   (1836 Downloads)    
Type of Study: Research | Subject: GIS
Received: 2016/08/13 | Accepted: 2016/11/23 | Published: 2018/06/21
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Masoumi Z, Mesgari M S. Multi-Objective land use planning and modeling its change using Multi-Objective Evolutionary Algorithm based on Decomposition algorithm. jgit 2018; 6 (1) :131-154
URL: http://jgit.kntu.ac.ir/article-1-567-en.html

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Volume 6, Issue 1 (6-2018) Back to browse issues page
نشریه علمی-پژوهشی مهندسی فناوری اطلاعات مکانی Engineering Journal of Geospatial Information Technology
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