Genetic programming 2 - automatic discovery of reusable programs
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Discovery of a Main Program and Reusable Subroutines Using Genetic Programming
This paper describes an approach for automatically decomposing a problem into subproblems, automatically creating reusable subroutines to solve the subproblems, and automatically assembling the results produced by the subroutines in order to solve the problem. The approach uses genetic programming with the recently developed additional facility of automatic function definition. Genetic programm...
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This paper describes an approach for automatically decomposing a problem into subproblems and then automatically discovering reusable subroutines, and a way of assembling the results produced by these subroutines in order to solve a problem. The approach uses genetic programming with automatic function definition. Genetic programming provides a way to genetically breed a computer program to sol...
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On the one hand, swarm intelligence (SI) is an emerging field of artificial intelligence that takes inspiration in the collective and social behavior of different groups of simple agents. On the other hand, the automatic evolution of programs is an active research area that has attracted a lot of interest and has been mostly promoted by the genetic programming paradigm. The main objective is to...
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