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
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;
Conference_Titel :
Intelligent Systems Design and Applications (ISDA), 2012 12th International Conference on
Conference_Location :
Kochi
Print_ISBN :
978-1-4673-5117-1
DOI :
10.1109/ISDA.2012.6416523
