To solve a problem without any knowledge of its solution, a variety evolutionary computation approach based automatic programming methods have been developed. Artficial Bee Colony Programming (ABCP) is one of the recently proposed automatic programming methods. ABCP has been preferred and applied to various problems by researchers from different disciplines like other evolutionary computation approach based algorithms. In this study, a cloud-based web application (ABCPWeb) that allows to use the ABCP with no need to have any programming knowledge is proposed. ABCPWeb is tested on the benchmark problems that are previously solved by ABCP. The success of ABCPWeb is revealed by comparing the experimental results with the results of basic ABCP.
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Cloud-based Artificial Bee Colony Programming Web Application
Semantic Scholar · Computer Science · 2019
Abstract
To solve a problem without any knowledge of its solution, a variety evolutionary computation approach based automatic programming methods have been developed. Artficial Bee Colony Programming (ABCP) is one of the recently proposed automatic programming methods. ABCP has been preferred and applied to various problems by researchers from different disciplines like other evolutionary computation approach based algorithms. In this study, a cloud-based web application (ABCPWeb) that allows to use the ABCP with no need to have any programming knowledge is proposed. ABCPWeb is tested on the benchmark problems that are previously solved by ABCP. The success of ABCPWeb is revealed by comparing the experimental results with the results of basic ABCP.