623
Views
35
CrossRef citations to date
0
Altmetric
Methods, Models, and GIS

Coupling Simulation and Optimization to Solve Planning Problems in a Fast-Developing Area

, , &
Pages 1032-1048 | Published online: 23 May 2011

References

  • An , L. , Linderman , M. , Qi , J. , Shortridge , A. and Liu , J. 2005 . Exploring complexity in a human–environment system: An agent-based spatial model for multidisciplinary and multiscale integration . Annals of the Association of American Geographers , 95 ( 1 ) : 54 – 79 .
  • Batty , M. and Longley , P. 1994 . Fractal cities: A geometry of form and function , San Diego, CA : Academic Press .
  • Batty , M. and Xie , Y. 1994 . From cells to cities . Environment and Planning B: Planning and Design , 21 ( 7 ) : 531 – 48 .
  • Bennett , D. A. and Tang , W. 2006 . Modelling adaptive, spatially aware, and mobile agents: Elk migration in Yellowstone . International Journal of Geographical Information Science , 20 : 1039 – 66 .
  • Chaudhuri , S. 2009 . “ Scale economies in an almost unreal world: The story of Dongguan, China ” . In World Development Report 2009: Reshaping Economic Geography http://go.worldbank.org/UFTFDZL0E0 (last accessed 25 April 2011)
  • Clarke , K. C. , Hoppen , S. and Gaydos , L. 1997 . A self-modifying cellular automaton model of historical urbanization in the San Francisco Bay area . Environment and Planning B: Planning and Design , 24 ( 2 ) : 247 – 61 .
  • Colorni , A. , Dorigo , M. and Maniezzo , V. 1991 . “ Distributed optimization by ant colonies ” . In Proceedings of the 1st European Conference on Artificial Life , 134 – 142 . Amsterdam : Elsevier .
  • Current , J. R. , Velle , C. S. and Re Cohon , J. L. 1985 . The maximum covering/shortest path problem: A multiobjective network design and routing formulation . European Journal of Operational Research , 21 ( 2 ) : 189 – 99 .
  • Dorigo , M. , Colorni , A. and Maniezzo , V. 1991 . “ Positive feedback as a search strategy ” . In Technical Report, Dip , Milan, , Italy : Elettronica, Politecnico di Milano .
  • Dorigo , M. and Gambardella , L. M. 1997 . Ant colony system: A cooperative learning approach to the traveling salesman problem IEEE Transactions on . Evolutionary Computation , 1 ( 1 ) : 53 – 66 .
  • Dorigo , M. , Maniezzo , V. and Colorni , A. 1996 . Ant system: Optimization by a colony of cooperating agents . IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics , 26 ( 1 ) : 29 – 41 .
  • Gahegan , M. 1999 . Guest editorial: What is geocomputation . Transactions in GIS , 3 ( 3 ) : 203 – 06 .
  • Goodchild , M. F. 1992 . Geographical information science . International Journal of Geographical Information Science , 6 ( 1 ) : 31 – 45 .
  • Jong , J. C. , Jha , M. K. and Schonfeld , P. 2000 . Preliminary highway design with genetic algorithms and geographic information systems . Computer-Aided Civil and Infrastructure Engineering , 15 ( 4 ) : 261 – 71 .
  • Jong , J. C. and Schonfeld , P. 2003 . An evolutionary model for simultaneously optimizing three-dimensional highway alignments . Transportation Research Part B , 37 ( 2 ) : 107 – 28 .
  • Kruusmaa , M. and Willemson , J. 2003 . Covering the path space: A case-based analysis for mobile robot path planning . Knowledge-Based Systems , 16 : 235 – 42 .
  • Li , X. , Li , Y. M. , Liu , X. P. , Chen , D. and He , J. Q. 2010 . “ Concepts, methodologies, and tools of an integrated geographical simulation and optimization system (GeoSOS) ” . In International Journal of Geographical Information Science (iFirst): 1362–3087
  • Li , X. , He , J. Q. and Liu , X. P. 2009a . Ant intelligence for solving optimal path-covering problems with multi-objectives . International Journal of Geographical Information Science , 23 ( 7 ) : 839 – 57 .
  • Li , X. , He , J. Q. and Liu , X. P. 2009b . Intelligent GIS for solving high-dimensional site selection problems using ant colony optimization techniques . International Journal of Geographical Information Science , 23 : 399 – 416 .
  • Li , X. and Liu , X. P. 2007 . Defining agents’ behaviors to simulate complex residential development using multicriteria evaluation . Journal of Environmental Management , 85 : 1063 – 75 .
  • Li , X. , Yang , Q. S. and Liu , X. P. 2008 . Discovering and evaluating urban signatures for simulating compact development using cellular automata . Landscape and Urban Planning , 86 ( 2 ) : 177 – 86 .
  • Li , X. and Yeh , A. G. 2002 . Neural-network-based cellular automata for simulating multiple land use changes using GIS . International Journal of Geographical Information Science , 16 ( 4 ) : 323 – 43 .
  • Li , X. and Yeh , A. G. 2004 . Data mining of cellular automata's transition rules . International Journal of Geographical Information Science , 18 ( 8 ) : 723 – 44 .
  • Li , X. and Yeh , A. G. 2005 . Integration of genetic algorithms and GIS for optimal location search . International Journal of Geographical Information Science , 19 ( 5 ) : 581 – 601 .
  • Liu , X. P. , Li , X. , Shi , X. and Zhang , X. H. 2010 . Simulating land use dynamics under planning policies by integrating artificial immune systems with cellular automata . International Journal of Geographical Information Science , 24 ( 5 ) : 783 – 802 .
  • Manson , S. M. 2006 . Bounded rationality in agent-based models: Experiments with evolutionary programs . International Journal of Geographical Information Science , 20 : 991 – 1012 .
  • O’Flaherty , C. A. 1967 . Highways , London : Edward Arnold .
  • O’Sullivan , D. 2008 . Geographical information science: Agent-based models . Progress in Human Geography , 32 ( 4 ) : 541 – 50 .
  • Parker , D. , Manson , S. , Janssen , M. , Hoffman , M. and Deadman , P. 2003 . Multi-agent systems for the simulation of land-use and land-cover change: A review . Annals of the Association of American Geographers , 93 ( 2 ) : 314 – 37 .
  • Planning Department of Dongguan . 2002 . Transport development policy and planning (2010–2015) , Dongguan, China : Government report .
  • Robinson , D. , Brown , D. , Parker , D. , Wittmer , H. , Gotts , N. , Promburom , P. , Irwin , E. and Berger , T. 2007 . Comparison of empirical methods for building agent-based models in land use science . Journal of Land Use Science , 2 ( 1 ) : 31 – 55 .
  • Sikder , I. U. 2009 . Knowledge-based spatial decision support systems: An assessment of environmental adaptability of crops . Expert Systems with Applications , 36 ( 3 ) : 5341 – 47 .
  • Tanga , M. Y. F. and Pun-Cheng , L. S. C. 2004 . Algorithmic development of an optimal path computation model based on topographic map features . International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences , 35 ( 4 ) : 57 – 61 .
  • Torrens , P. M. 2006 . Simulating sprawl . Annals of the Association of American Geographers , 96 ( 2 ) : 248 – 75 .
  • Torrens , P. M. and Benenson , I. 2005 . Geographic automata systems . International Journal of Geographical Information Science , 19 : 385 – 412 .
  • Wu , F. L. 2002 . Calibration of stochastic cellular automata: The application to rural–urban land conversions . International Journal of Geographical Information Science , 16 ( 8 ) : 795 – 818 .
  • Wu , F. and Webster , C. J. 1998 . Simulation of land development through the integration of cellular automata and multicriteria evaluation . Environment and Planning B: Planning and Design , 25 : 103 – 26 .
  • Xiao , N. , Bennett , D. A. and Armstrong , M. P. 2007 . Interactive evolutionary approaches to multiobjective spatial decision making: A synthetic review . Computers, Environment and Urban Systems , 31 : 232 – 52 .
  • Yeh , A. G. O. 1999 . “ Urban planning and GIS ” . In Geographical information systems: Principles, techniques, applications and management , 2nd ed. , Edited by: Longley , P. , Goodchild , M. F. , Maguire , D. and Rhind , D. 877 – 88 . New York : Wiley .
  • Yu , C. Q. , Lee , J. and Munro-Stasiuk , M. J. 2003 . Extensions to least-cost path algorithms for roadway planning . International Journal of Geographical Information Science , 17 ( 4 ) : 361 – 76 .
  • Zhang , X. D. and Armstrong , M. P. 2008 . Genetic algorithms and the corridor location problem: Multiple objectives and alternative solutions . Environment and Planning B , 35 ( 1 ) : 148 – 68 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.