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Recently, automatic programming approaches have attracted great deal of interest aiming to utilize search techniques to find out optimal programs in various problems. Genetic programming is the most commonly explored automatic programming technique which uses genetic algorithm to evolve and discover programs with the tree structure. Herein, we focus on a new gravitational search algorithm (GSA)-based...
The established approach in genetic programming (GP) involves the definition of functions and terminals appropriate to the problem at hand, after which evolution of expressions using these definitions takes place. We have recently developed a system, dubbed FINCH (Fertile Darwinian Bytecode Harvester), to evolutionarily improve actual, extant software, which was not intentionally written for the purpose...
This paper discusses some initial investigations into the application of genetic programming technology as a vehicle for re-examining some existing approaches within the software life-cycle. Specifically, it outlines a new direction in production techniques—software cloning from executable specifications or source code. It explores the possibility and advantages of producing a system from its external...
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