Web Based Educational Tool for Metaheuristic Algorithms

Güncel  Sarıman; Ecir Uğur  Küçüksille

Article Details

Web Based Educational Tool for Metaheuristic Algorithms

Authors:

Güncel Sarıman | Ecir Uğur Küçüksille

Publisher:

Pamukkale University

Journal:

Pamukkale University Journal of Engineering Sciences 2014 Vol.20 Issue 2, pp.46-53

Document Type:

Article

Publication Date:

1/2014

Document Language:

Turkish

Document ID (Org No.):

2000577459

Frequency:

Bimonthly

eISSN:

2147-5881

pISSN:

1300-7009

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.

 

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.

Article Details

Web Based Educational Tool for Metaheuristic Algorithms

Authors: Güncel Sarıman | Ecir Uğur Küçüksille

Publisher: Pamukkale University

Journal: Pamukkale University Journal of Engineering Sciences 2014 Vol.20 Issue 2, pp.46-53

Document Type: Article

Publication Date: 1/2014

Document Language: Turkish

Document ID (Org No.): 2000577459

Frequency: Bimonthly

eISSN: 2147-5881

pISSN: 1300-7009

Issues

Authors:

Güncel Sarıman | Ecir Uğur Küçüksille

Publisher:

Pamukkale University

Journal:

Pamukkale University Journal of Engineering Sciences 2014 Vol.20 Issue 2, pp.46-53

Document Type:

Article

Publication Date:

1/2014

Document Language:

Turkish

Document ID (Org No.):

2000577459

Frequency:

Bimonthly

eISSN:

2147-5881

pISSN:

1300-7009