Title :
A graphical teaching platform for genetic algorithms
Author :
Tang, K.S. ; Man, K.F. ; Kwong, S.
Author_Institution :
City Univ. of Hong Kong, Kowloon, Hong Kong
fDate :
6/21/1905 12:00:00 AM
Abstract :
Despite the increasing numbers of genetic algorithms (GA) applications, we have yet to witness a well-designed teaching kit developed for education. Such a missing link between research and education will hinder the further development of GA, especially for newcomers and other potential but unexplored research areas. A software teaching kit on Microsoft Windows 95 platform is hence developed based on the biomorph process. The main theme of this software is to create a creature, an insect, according to the creature´s specifications and features. The user can play the game by selecting various parameters of an insect provided in the kit. Throughout the GA evolutionary processes, the preferred insect is to be created. In such, user can learn about the GA according to the pre-designed selection of the basic functions such as crossover, mutation, selection and so on
Keywords :
computer aided instruction; genetic algorithms; graphical user interfaces; teaching; Microsoft Windows 95; biomorph process; crossover; genetic algorithms; graphical teaching platform; insect; mutation; selection; teaching kit; Application software; Biological cells; Education; Genetic algorithms; Genetic mutations; Insects; Research and development; Shape; Software packages; Visualization;
Conference_Titel :
Industrial Electronics Society, 1999. IECON '99 Proceedings. The 25th Annual Conference of the IEEE
Conference_Location :
San Jose, CA
Print_ISBN :
0-7803-5735-3
DOI :
10.1109/IECON.1999.822182