DocumentCode
3014825
Title
VisualJCLEC: A visual framework for evolutionary computation
Author
Jaen, J.I. ; Romero, Jose Raul ; Ventura, Sebastian
Author_Institution
Dept. of Comput. Sci. & Numerical Anal., Univ. of Cordoba, Cordoba, Spain
fYear
2012
fDate
27-29 Nov. 2012
Firstpage
119
Lastpage
125
Abstract
This paper presents VisualJCLEC, a visual framework based on JCLEC for Evolutionary Computing. In order to have a high degree of adaptability, the architecture and pattern design followed are focused on enhancing the flexibility and scalability. For illustrative purposes, a case study of an optimization classical problem (the knapsack problem) using this framework is presented, as well as some guidelines on how to add new elements to the environment by means of CDL descriptors.
Keywords
evolutionary computation; knapsack problems; mathematics computing; optimisation; CDL descriptors; adaptability degree; evolutionary computation; evolutionary computing; knapsack problem; optimization classical problem; pattern design; scalability; visual framework; visualJCLEC; Computer aided software engineering; Computer architecture; Data models; Engines; Optimization; Proposals; Visualization; GUI; JCLEC; evolutionary computation; framework; software tool;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location
Kochi
ISSN
2164-7143
Print_ISBN
978-1-4673-5117-1
Type
conf
DOI
10.1109/ISDA.2012.6416523
Filename
6416523
Link To Document