Uncontrolled Parameter Dependent Genetic Algorithm – Study and Implementation

Abstract

Abstract:

We present a concise survey of Genetic Algorithms (GAs) that don't require the manual tuning of their parameters and are in this way called Parameterless Genetic Algorithms (pGAs). There are three fundamental classes of Parameterless GAs: Deterministic, Adaptive and Self-Adaptive pGAs. We additionally portray new parameterless Genetic Algorithm (nGA), one that is straightforward and execute, and which performs exceptionally well on a lot of five standard test capacities.

Keywords: Parameterless Genetic Algorithms (pGAs), new parameterless Genetic Algorithm (nGA), Genetic Algorithms (GAs).