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id ddss2008-35
authors Neema, M.N. and A. Ohgai
year 2008
title A GA-based Multi-Objective Optimization Model for Location Planning of Urban Parks and Open Spaces A Case Study on Dhaka City
source H.J.P. Timmermans, B. de Vries (eds.) 2008, Design & Decision Support Systems in Architecture and Urban Planning, ISBN 978-90-6814-173-3, University of Technology Eindhoven, published on CD
summary In this paper, we present a new multi-objective location model for urban parks and open spaces (POSs) planning. We developed a Genetic Algorithm (GA) based multi-objective optimization model (GAMOOM) to derive optimum locations of POSs by considering four incommensurable objectives with the provision of POSs near: 1) densely populated areas, 2) air polluted areas, 3) noisy areas, and 4) areas without open spaces. The success of the model is presented through its application as a case study on Dhaka City. Obtained results indicate that the model can successfully provide optimum location of required POSs. The findings from this study also signify that optimum location of POSs obtained by utilizing only the second objective is substantially different than that of others. Moreover, there is also difference in optimum location of POSs by taking into account only the third objective when compared with others. Therefore, considering single objective cannot give optimum results for good POSs planning. So, it is verified that POSs should be planned by optimizing multiple objectives instead of single objective. The outcome of this multi-objective GAMOOM model does have an implication on how POSs should be designed and managed by the planning authority for not only sustainable environment but also better quality of life in a city.
keywords Genetic Algorithm (GA), Multi-Objective Optimization, Parks and Open Space (POS)
series DDSS
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100%; open Ahmed, F. (1999) Find in CUMINCAD Study on noise pollution caused by road vehicles in Dhaka City , Dept. of Civil Eng., Bangladesh University of Eng. And Tech., Dhaka
100%; open Fonseca, C.M. and P.J. Fleming (1993) Find in CUMINCAD Multiobjective genetic algorithms , IEE colloquium on ‘Genetic Algorithms for Control Systems Engineering’ (Digest No. 1993/130), London, UK: IEE
100%; open Hajela, P. and C. Lin (1992) Find in CUMINCAD Genetic search strategies in multicriterion optimal design , Struct Optimization, 4(2), p. 99–107
100%; open Holland, JH. (1975) Find in CUMINCAD Adaptation in natural and artificial systems , Ann Arbor: University of Michigan Press
100%; open Jaigirdar, M.A. (1998) Find in CUMINCAD Environmental impacts of improved bus service in Dhaka City , Dept. of Civil Eng., Bangladesh University of Eng. And Tech., Dhaka
100%; open Murata, T. and H. Ishibuchi (1995) Find in CUMINCAD MOGA: multi-objective genetic algorithms , Proceedings of the 1995 IEEE international conference on evolutionary computation, Perth, WA, Australia: IEEE
100%; open Neema, M.N., A. Ohgai, and L.L. Emanuel (2008) Find in CUMINCAD Analyzing Existing Condition and Location of Open Spaces in Dhaka City , Proc. of 6th Int. Symposium on City Planning and Urban Management in Asian Countries, Jinju, Korea
100%; open Rakas, J., D. Teodorovic, and T. Kim (2004) Find in CUMINCAD Multi-objective Modelling for Determining Location of Undesirable Facilities , Transportation Research Part D, 9, p. 125-138
100%; open Sarker, R., K. Liang, and C. Newton (2002) Find in CUMINCAD A new multiobjective evolutionary algorithm , Eur J Oper Res, 140(1), p. 12–23
100%; open Schaffer, JD. (1985) Find in CUMINCAD Multiple objective optimization with vector evaluated genetic algorithms , Proceedings of the international conference on genetic algorithm and their applications
100%; open Yang, L., B.F. Jones, and S.H. Yang (2007) Find in CUMINCAD A Fuzzy Multi-Objective Programming for Optimization of Fire Station Locations through Genetic Algorithms , European J Operational Research, 181, p. 903-915
100%; open Yang, M. (2003) Find in CUMINCAD Suitability analysis of urban green space system based on GIS , Masters thesis, International institute for geo-information science and earth observation Enschede, the Netherlands
100%; open Yen, G. and H. Lu (2003) Find in CUMINCAD Dynamic multiobjective evolutionary algorithm: adaptive cell- based rank and density estimation , IEEE Trans Evol Comput,7(3), p. 253–74

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