Designer Centered Development of GA-Based DSS for Conceptual Design of Buildings
Authors:
- 1 July 2003
- journal article
- research article
- Published by American Society of Civil Engineers (ASCE) in Journal of Computing in Civil Engineering
- Vol. 17 (3) , 159-166
Abstract
Research into computer-assisted design is often undertaken with relatively little input from practicing designers. Without such involvement, one can argue that the techniques developed are not subjected to any form of evaluation or independent scrutiny and thus the methodology is wanting in terms of scientific rigor. The paper describes a research project to examine the use of evolutionary computing techniques for the design of commercial office-type buildings. The research has involved a considerable amount of input from designers, and the contributions that they make to the research are identified and discussed. In particular, the benefits gained from their evaluation of the software are considered. Also, the possible pitfalls regarding such an approach to research are identified.Keywords
This publication has 7 references indexed in Scilit:
- END USER EVALUATION OF ENGINEERING KNOWLEDGE BASED SYSTEMSCivil Engineering and Environmental Systems, 2000
- Evolutionary and adaptive strategies for efficient search across whole system engineering design hierarchiesArtificial Intelligence for Engineering Design, Analysis and Manufacturing, 1998
- Customisable knowledge bases for conceptual design1998
- Using standard fitnesses with genetic algorithmsAdvances in Engineering Software, 1997
- The Application of Genetic Algorithms to Conceptual Design1996
- Design costing models: An application of heuristic substitutionComputing Systems in Engineering, 1995
- Learning with Genetic Algorithms: An OverviewMachine Learning, 1988