[Home ] [Archive]   [ فارسی ]  
:: Main :: About :: Current Issue :: Archive :: Search :: Submit :: Contact ::
:: Volume 4, Number 4 (5-2015) ::
JGST 2015, 4(4): 47-66 Back to browse issues page
Modeling of Urban Land Use Allocation Using Reference-Point-Nondominated Sorting Genetic Algorithm II
S. Alaei moghadam , M. Karimi, M. Mohammadzadeh
Abstract:   (3138 Views)

Urban land use planning which is one of the main components of urban planning typically defined as a multi-objective planning problem in optimal use of urban space and existing facilities. Among numerous land use maps, urban planners are usually interested in choosing the map which is contiguous to the optimal land use map of an interested vision. Reference point multi-objective optimization algorithms provide possibility of introducing the optimal values for different objectives as a reference point and producing optimal solutions near to reference points. In this study, the implementation and efficiency of Reference-Point-Nondominated Sorting Genetic Algorithm II (R-NSGA II) for urban landuse allocation is investigated and a method for chromosomes coding is proposed. Maximizing compatibility of adjacent land use, land suitability, accessibility to roads and main socio-economic centers, and minimizing resistance of land use to change are defined as the main objectives. Then the optimal values of objectives were introduced to the algorithm as reference points. Consequently, planners will be able to select within proposed land use maps according to their priorities. The results of land use allocation modeling for Shiraz city in 2011 indicate that the decision maker is able to choose a better decision with more reliability comparing to situations with a single solution. This achievement indicates proposed model ability for simulation of different scenarios in land use planning

Keywords: Landuse Planning, R-NSGA-II, GIS, Spatial multi objective optimization, Shiraz
Full-Text [PDF 728 kb]   (949 Downloads)    
Type of Study: Research | Subject: GIS
Send email to the article author

Add your comments about this article
Your username or email:

Write the security code in the box >



XML   Persian Abstract   Print


Download citation:
BibTeX | RIS | EndNote | Medlars | ProCite | Reference Manager | RefWorks
Send citation to:

S. Alaei moghadam, M. Karimi, M. Mohammadzadeh. Modeling of Urban Land Use Allocation Using Reference-Point-Nondominated Sorting Genetic Algorithm II. JGST. 2015; 4 (4) :47-66
URL: http://jgst.issge.ir/article-1-63-en.html
Volume 4, Number 4 (5-2015) Back to browse issues page
نشریه علمی پژوهشی علوم و فنون نقشه برداری Journal of Geomatics Science and Technology