CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

id ddss2004_d-63
authors Wen, K.-C. and W.-L. Chen
year 2004
title Applying Genetic Algorithms to Establish Disaster Decision Support System for Flooding Evacuation Path of Hsichih Area in Taiwan
source Van Leeuwen, J.P. and H.J.P. Timmermans (eds.) Developments in Design & Decision Support Systems in Architecture and Urban Planning, Eindhoven: Eindhoven University of Technology, ISBN 90-6814-155-4, p. 63-75
summary Because of the special geography features and subtropics weather in Taiwan, we need to provide correct information to help people making decision when they are in disaster. So the disaster decision support system must offer proper information of evacuation path to people. This research has shown the difficulties associated with the GIS and the flooding evacuation path search through the huge searching space generated during the network analysis process. This research also presents an approach to these problems by utilizing a search process whose concept is derived from natural genetics. Genetic algorithms (GAs) have been introduced in the optimization problem solving area by Holland (1975) and Goldberg (1989) and have shown their usefulness through numerous applications. We apply GA and GIS to choice flooding evacuation path in metropolitan area in this study. We take the region of Shiji city in Taiwan for case. Firstly, we establish the node relationship of GA calculation, the level of the weight is the standard of the date that is exported by Disaster Database. Secondly, we apply GA to calculate different evacuation path in different time series. Finally, we build the model of choosing flooding evacuation path.
keywords Genetic Algorithms, Decision Support System, GIS, Evacuation Path
series DDSS
full text file.pdf (1,858,713 bytes)
references Content-type: text/plain
details citation check to select
100%; open Anderson, M.D. and R.R. Souleyrette (1996) Find in CUMINCAD Geographic Information System-Based Transportation Forecast Model for Small Urbanized Area , Transportation Research Records, n1551, pp.95-104
100%; open Blanco, A., M. Delgado, and M.C. Pegalajar (2000) Find in CUMINCAD A Genetic Algorithm to Obtain the Optimal Recurrent Neural Network , International Journal of Approximate Reasoning, pp.67-83
100%; open Breaden, J.P. (1973) Find in CUMINCAD The Generation of Flood Damage Time Sequences , University of Kentucky Water Resources Institute Paper, NO.32
100%; open Bullock, G.N. (1995) Find in CUMINCAD Developments in the use of the genetic algorithm in engineering design , Design Studies, 16(pp.507-524)
100%; open Chan, K.C. and H. Tansri (1994) Find in CUMINCAD A Study of Genetic Crossover Operations on the Facilities Layout Problem , Computers Ind. Engr. 26(3): 537-550
100%; open Djokie, D. and D.R. Maidment (1996) Find in CUMINCAD Application of GIS Network Rountines for Water Flow and Transport , Journal of Water Resources Planning and Management, ASCE, 119(2): 229-241
100%; open Gen, M. and L. Miller (1997) Find in CUMINCAD Foundation of Genetic Algorithms , Genetic Algorithms Engineering Design, pp.1-41
100%; open Gero, J.S. and L. Ding (1997) Find in CUMINCAD Exploring Style Emergence in Architectural Designs , CAADRIA 97; Proceedings of The Second Conference on Computer Aided Architectural Design Research in Asia. eds. Y-T Liu, J-Y Tsou, and J-H Hou. (pp.287-296)
100%; open Goldberg, D.E. (1989) Find in CUMINCAD Genetic Algorithm in Search , Optimization and Machine Learning, Addison Wesley, New York
100%; open Jo, Jun H. and J.S. Gero (1995) Find in CUMINCAD A Genetic Search Approach to Space Layout Planning , Architectural Science Review, Vol 38 (pp.37-46)
100%; open Li, Wei-Yi. (1997) Find in CUMINCAD The layout of Taipei City planning disaster prevention system , R.O.C. city planning academic association
100%; open Tanaboriboon, Y. and J. Guyano (1989) Find in CUMINCAD Level of Services Standards for Pedestrian Facilities in Bangkok: A Case Study , ITE Journal, pp. 39-41
100%; open Wen, Kuo-Chung (2001) Find in CUMINCAD A Study of Rules Producing in Layout Design: A Genetic Algorithm Approach , Proceedings of 13th International Conference on Systems Research, Informatics and Cybernetics Special Focus Symposium on VIRTUAL REALITY & HI-TECH IN ARCHITECTURE (InterSymp2001), 30 July - 5 August 2001, Baden Baden, Germany
100%; open Woodbury, R.F. (1993) Find in CUMINCAD A Genetic Approach to Creative Design , Modeling Creativity and Knowledge-Based Creative Design, edits J.S. Gero and M.L. Maher ( pp.211-232)
100%; open Zhang, Zhe-Hao. (2000) Find in CUMINCAD Application of GIS to discusses flooding decentralization path in Shiji City , The China geography information masters

last changed 2004/07/03 20:13
HOMELOGIN (you are user _anon_817078 from group guest) Works Powered by SciX Open Publishing Services 1.002