A Survey of Evolutionary Algorithms
Lanxue Liu, Fei Teng, Zhengyu Zhu, Kangle Wu, Yutong Zhang
Abstract
Evolutionary algorithm is a kind of according to the selection and evolution of biological evolution model and the evolution of a kind of random search technology. Evolutionary algorithm is a blend of genetics, and cell biology evolution, therefore has a comparatively complete theoretical basis. Evolutionary algorithm has a good robustness, parallelism and flexible structure and so on. At present, widely used in path planning, feature selection, image processing, etc. This paper introduces the four parts, first is the basic theory of algorithm and the characteristics of the general framework, algorithm research, mathematical model and algorithm of improvement.
Topics & Concepts
Evolutionary algorithmComputer scienceRobustness (evolution)AlgorithmEvolutionary computationCultural algorithmSelection (genetic algorithm)Artificial intelligencePopulation-based incremental learningGenetic algorithmMachine learningBiochemistryChemistryGeneMetaheuristic Optimization Algorithms ResearchRobotic Path Planning AlgorithmsAdvanced Algorithms and Applications