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 315caadria2004
authors Kuo-Chung Wen, Wei-Lung Chen
year 2004
title Application of Genetic Algorithms to Establish Flooding Evacuation Path Model in Metropolitan Area
source CAADRIA 2004 [Proceedings of the 9th International Conference on Computer Aided Architectural Design Research in Asia / ISBN 89-7141-648-3] Seoul Korea 28-30 April 2004, pp. 557-570
summary 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. That could be divided into four parts. First, is to set the population of GA operation. Second, is to choose crossover and mutation. Third, is to calculate the fitness function of each generation and to select the better gene arrangement. Fourth, is to reproduce, after evolution, we can establish Flooding Evacuation Path that more reflect really human action and choice when flood takes place. However we can apply GA to calculate different evacuation path in different time series. Final, we compare and establish real model of evacuation path model to choosing flooding evacuation path.
series CAADRIA
email wenkc@ms1.hinet.net
full text file.pdf (2,400,557 bytes)
references Content-type: text/plain
details citation check to select
100%; open Anderson, M.D. and Souleyrette, R.R. (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., Delgado, M. and Pegalajar, M.C. (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 Tansri, H. (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 Maidment, D.R. (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 Miller, L. (1997) Find in CUMINCAD Foundation of Genetic Algorithms , Genetic Algorithms_ Engineering Design, pp.1-41
100%; open Gero, J.S., Ding, L. (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., Gero, J.S. (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 Guyano, J. (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 & HITECH 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 Gero, J.S. and Maher, M.L.( 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 2004/05/20 17:39
HOMELOGIN (you are user _anon_204392 from group guest) Works Powered by SciX Open Publishing Services 1.002