Applying neural fuzzy method to an urban development criterion for landfill siting

WSEAS Transactions on Mathematics

Volumn 5, Issue 9, 2006, Pages 1053-1059

  Lin, Hung Yueh ^a   Chen, Jun Zone ^a  

^a CHAOYANG UNIVERSITY OF TECHNOLOGY   (Taiwan)

Author keywords

Back propagation neural network; Fuzzy algorithm; Fuzzy membership function; Geographical information system; Landfill siting; Urban sprawl

Indexed keywords

BACKPROPAGATION; GEOGRAPHIC INFORMATION SYSTEMS; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS; URBAN PLANNING;

BACK-PROPAGATION NEURAL NETWORK; LANDFILL SITING; URBAN SPRAWL;

FUZZY SETS;

EID: 33746896982     PISSN: 11092769     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (20)

1. Zadeh, L. A. "Fuzzy Logic can Help GIS Cope with Reality" GIS World, Sep., pp.50-53, (1994).
2. Warmerdam, J. M., and Jacbos, T. I.. "Fuzzy set approach to routing and siting hazardous waste operations" Information Sciences Applications, 2(1), pp. 1-14, (1994).
3. Lin, H. Y., Kao, J. J., Li, K. J. and Hwang, H. Y. (1996). "fuzzy GIS assisted landfill siting analysis." Proceedings of the 12th international conference on solid waste technology and management. 1a
4. Sengupta, S., Patil, R. S. and Venkatachalam, P. "Assessment of population exposure and risk zones due to air pollution using the geographical information system." Computers, Environment and Urban Systems, Vol. 20, No.3, 1996, pp. 191-199.
5. Fujita, M. "Spatial Patterns of Urban Growth: Optimum and Maket." Journal of Urban Economics, Vol.3, 1976, pp. 209-241.
6. Hathout, S. "The use of GIS for monitoring and predicting urban growth in East and West St Paul, Winnipeg, Manitoba, Canada." Journal of Environmental Management, Vol. 66, No. 3, 2002, pp. 229-238.
7. Garni, A. M. "Mathematical predictive models for population estimation in urban areas using space products and GIS technology." Mathl. Comput. Modelling, Vol. 22, No. 1, 1995, pp. 95-107.
8. Moisen, G. G. and Frescino, T. S. "Comparing five modelling techniques for predicting forest characteristics." Ecological Modelling, Vol. 157, No. 2-3, 2002, pp. 209-225.
9. Mann, S. and Benwell, G. L. "The Integration of Ecological, Neural and Spatial Modelling for Monitoring and Prediction for Semi-Arid Landscapes." Computers and Geosciences, Vol. 22, No.9, 1996, pp. 1003-1012.
10. Pijanowski, B. C., Brown, D. G., Shellito, B. A. and Manik, G. A. "Using neural networks and GIS to forecast land use changes: a Land Transformation Model." Computers, Environment and Urban Systems, Vol. 26, No. 6, 2002, pp. 553-575.
11. Shupe, S. M. and Marsh, S. E. "Cover- and density-based vegetation classifications of the Sonoran Desert using Landsat TM and ERS-1 SAR imagery." Remote Sensing of Environment, Vol.93, No. 1-2, 2004, pp. 131-149.
12. Jiang, B., Harrie, L., "Selection of Streets from a Network Using Self-Organizing Maps", Transactions in GIS, Vol. 8, No. 3, 2004, pp. 335-350.
13. Hrubes, P. "Recognition of geographical information system layers based on spatial analysis" Neural Network World, Vol. 15, No. 1, 2005, pp. 23-34.
14. Tatem, A. J., Lewis, H. G., Atkinson, P. M. and Nixon, M. S. "Increasing the spatial resolution of agricultural land cover maps using a Hopfield neural network" INT. J. Geographical Information science, Vol. 17, No. 7, 2003, pp.647-672.
15. Lin, H. Y. And Chen, J. Z. (2006). "Prediction of urban sprawl with artificial neural networks", 2006 IASME/WSEAS International conference on energy, environment ecosystems and sustainable development, Vouliagmeni, Athens, Greece, July 11-13,
16. ERDAS IMAGINE FIELD GUIDE, ERDAS Inc.,Atlanta (2003)
17. Cheng, J. And Masser, I. "Urban growth pattern modeling: a case study of Wuhan city, PR china." Landscape and Urban Planning, Vol. 62, No.4, 2003, pp. 199-217.
18. Foody, G. M. "Status of land cover classification accuracy assessment." Remote Sensing of Environment, Vol. 80, No. 1, 2002, pp. 185-201.
19. NeuroDimension Inc., NeuroSolutions, Getting started version 4. NeuroDimension Inc. (2004)
20. López, E., Bocco, G., Mendoza, M. and Duhau, E. "Predicting land-cover and land-use change in the urban fringe A case in Morelia city, Mexico." Landscape and Urban Planning, Vol.55, No.4, 2001, pp.271-285.