Darwinian invention and problem solving by means of genetic programming

Abstract

Genetic programming, an extension of the genetic algorithm, can be used to make a computer solve a problem without explicitly programming it. This article demonstrates that genetic programming is capable of automatically creating computer programs from a high-level statement of a problem's requirements and of producing human-competitive results. Three illustrative problems of automatic circuit synthesis of analog electrical circuits are considered for this purpose.