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Can I read Artificial Intelligence for Sustainable Development of Smart Cities and Urban Land-use Management on EtoBox?
Artificial Intelligence for Sustainable Development of Smart Cities and Urban Land-use Management by Zohreh Masoumi; John van Genderen is a Engineering article available to read on EtoBox.
What is Artificial Intelligence for Sustainable Development of Smart Cities and Urban Land-use Management about?
The urban land-use allocation problem is a spatial optimization problem that allocates optimum land-uses to specific land units in urban areas. This problem is an NP (nondeterministic polynomial time)-hard problem because of involving many objective functions, many constraints, and complex search space. Moreover, this subject is an important issue in smart cities and newly developed areas of cities to achieve a sustainable arrangement of land-uses. Different types ofMulti-Objective Optimization Algorithms (MOOAs) based on Artificial Intelligence (AI) have been frequently employed, but their ability and performance have not been evaluated and compared properly. This paper aims to employ and compare three commonly used MOOAs i.e. NSGA-II, MOPSO, and MOEA/D in urban land-use allocation problems. Selected algorithms belong to different categories of MOOAs family to investigate their advantage and disadvantages. The objective functions of this study are compatibility, dependency, suitability, and compactness of land-uses and the constraint is compensating of Per-Capita demand in the urban environment. Evaluation of results is based on the dispersion of the solutions, diversity of the so
Who reads Artificial Intelligence for Sustainable Development of Smart Cities and Urban Land-use Management?
It is typically read by researchers, students, and practitioners in Engineering.
- Author
- Zohreh Masoumi; John van Genderen
- Publisher
- Informa UK Limited
- Published
- 2023
- Language
- EN
- Field
- Engineering (Physical Sciences)