Application of Improved Genetic Algorithm in Coiled Material

An Improved Genetic Algorithm and Its Application

Traditional genetic algorithm trapped into the local minimum easily. Therefore, based on a simple genetic algorithm and combine the base ideology of orthogonal design method then applied it to the population initialization, using the intergenerational elite mechanism, as well as the introduction of adaptive local search operator to prevent trapped into the local minimum and improve the converge...

Material Characterization of Structures Using Genetic Algorithm Vibetarional Data

Application of Improved Genetic Algorithm in Practical Medical Image Registration

Image registration is a useful technique for medical diagnosis and treatment. However,using basic genetic algorithm as similarity metric in medical image registration has some shortcomings,such as low efficiency and premature convergence that may lead to fail in medical image registration. This paper aims to provide an improved genetic algorithm on which such problems could be settled.Operation...

An Improved Genetic Algorithm and Its Application in Classification

In this paper, based on a simple genetic algorithm and combine the base ideology of orthogonal design method then applied it to the population initialization, using the intergenerational elite mechanism, as well as the introduction of adaptive local search operator to prevent trapped into the local minimum and improve the convergence speed to form a new genetic algorithm. Through the series of ...

An Improved Real-Coded Genetic Algorithm and Its Application

value firstly. Computation efficiency will decrease. Abstract⎯Real-coded genetic algorithm (RGA) usually meets the demand of consecutive space problem. However, compared with simple genetic algorithm (SGA), RGA also has the inherent disadvantages such as prematurity and slow convergence when the solution is close to the optimum solution. This paper presents an improved real-coded genetic algori...