Case-based cellular automaton for simulating urban development in a large complex region

Dili Xuebao/Acta Geographica Sinica

Volumn 62, Issue 10, 2007, Pages 1097-1109

  Li, Xia ^a   Liu, Xiaoping ^a  

^a SUN YAT SEN UNIVERSITY   (China)

Author keywords

Case based; Cellular automata; Dynamic transition rules; k NN

Indexed keywords

CELLULAR AUTOMATON; MULTICRITERIA ANALYSIS; SPATIAL VARIATION; URBAN DEVELOPMENT;

ASIA; CHINA; EURASIA; FAR EAST; GUANGDONG; ZHUJIANG DELTA;

EID: 38849147674     PISSN: 03755444     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (23)

1. Wolfram S. Cellular automata: A model of complexity. Nature, 1984, 31: 419-424.
2. Goles E. Cellular automata, dynamics and complexity. In: Manneville P, Boccara N, Vichniac G Y et al. (eds.). Cellular Automata and Modeling of Complex Physical Systems. Berlin: Springer-Verlag, 1989. 10-20.
3. Binder P. Evidence of Lagrangian Tails in a Lattice Gas. In: Manneville P, Boccara N, Vichniac G Y et al. (eds). Cellular Automata and Modeling of Complex Physical Systems. Berlin: Springer-Verlag, 1989. 155-160.
4. Couclelis H. Cellular worlds: A framework for modeling micro-macro dynamics. Environment and Planning A, 1985, 17: 585-596.
5. Couclelis H. Of mice and men: What rodent populations can teach us about complex spatial dynamics. Environment and Planning A, 1988, 20: 99-109.
6. Couclelis H. Macrostructure and microbehavior in a metropolitan area. Environment and Planning B, 1989, 16: 141-154.
7. Batty M, Xie Y. From cells to cities. Environment and Planning B: Planning and Design, 1994, 21: 531-548.
8. White R, Engelen G. Cellular automata and fractal urban form: A cellular modelling approach to the evolution of urban land-use patterns. Environment and Planning A, 1993, 25: 1175-1199.
9. Clarke K C, Brass J A, Riggan P J. A cellular automata model of wildfire propagation and extinction. Photogrammetric Engineering & Remote Sensing, 1994, 60: 1355-1367.
10. Chen Jianping, Ding Huoping, Wang Gongwen et al. Desertification evolution modeling through the integration of GIS and cellular automata. Journal of Remote Sensing, 2004, 8(3): 254-260.
11. Lekkas G P, Avouris N M, Viras L G. Case-based reasoning in environmental monitoring applications. Applied Artificial Intelligence An International Journal, 1994, 8: 359-376.
12. Holt A, Benwell G L. Applying case-based reasoning techniques in GIS. International Journal of Geographical Information Science, 1999, 13(1): 9-25.
13. Yeh A G O, Shi X. Applying case-based reasoning to urban planning: A new planning-support system tool. Environment and Planning B, 1999, 26(1): 101-115.
14. Li X, Yeh A G O, Liao Q F. Case-based reasoning (CBR) for land use classification using radar images. Journal of Remote Sensing, 2004, 8(3): 246-253.
15. Wu F, Webster C J. Simulation of land development through the integration of cellular automata and multicriteria evaluation. Environment and Planning B, 1998, 25: 103-126.
16. Li Xia, Yeh A G O. Neural-network-based cellular automata for simulating multiple land use changes using GIS. International Journal of Geographical Information Science, 2002, 16(4): 323-343.
17. Li X, Yeh A G O. Data mining of cellular automata's transition rules. International Journal of Geographical Information Science, 2004, 18(8): 723-744.
18. Wu F. Calibration of stochastic cellular automata: The application to rural-urban land conversions. International Journal of Geographical Information Science, 2002, 16(8): 795-818.
19. Theil H. Economics and Information Theory. Amsterdam: NorthHolland, 1967. 488.
20. Xu X Z. A note on the subjective and objective integrated approach to determine attribute weights. European Journal of Operation Research, 2004, 156: 530-532.
21. Dasarathy B V. Nearest Neighbor (NN) Norms: NN Pattern Classification Techniques. Los Alamitos, CA: IEEE Computer Society Press, 1991. 447.
22. Li X, Yeh A G O. Analyzing spatial restructuring of land use patterns in a fast growing region using remote sensing and GIS. Landscape and Urban Planning, 2004, 69(4): 335-354.
23. Li X, Yeh A G O. Mining cellular automata's transition rules. Science in China (Series D), 2004, 34(9): 865-872.