Author/Authors :
SARIMAN, Güncel Süleyman Demirel University - Engineering Faculty - Electronic and Communication Engineering Department, Turkey , KÜÇÜKSİLLE, Ecir Uğur Süleyman Demirel University - Engineering Faculty - Computer Engineering, Turkey
Title Of Article :
WEB BASED EDUCATIONAL TOOL FOR METAHEURISTIC ALGORITHMS
Abstract :
Metaheuristic optimization algorithms are nowadays being employed to solve a wide variety of optimization problems. These algorithms are not based on mathematical evidence and have mostly been developed by imitation of natural phenomenon. In this study, a web-based educational metaheuristics testing tool was developed. With this tool, the users are able to test Artificial Immune System and Artificial Bee Colony algorithms on Benchmark functions, observe the results of optimization by modifying the parameters for each algorithm, and at the same time perform optimization procedures by typing their own functions with their own constraints. In addition, information on the working steps of both algorithms are provided in the application.
NaturalLanguageKeyword :
Metaheuristic , Artificial Bee colony , Artificial immune , Educational tool
JournalTitle :
Pamukkale University Journal Of Engineering Sciences
