عنوان فارسی مقاله: الگوریتم ژنتیک
عنوان انگلیسی مقاله:
بخشی از مقاله
Advantages of GAs
Concept is easy to understand.
Minimum human involvement.
Computer is not learned how to use existing solution,but to find new solution!
Modular, separate from application
Supports multi-objective optimization
Always an answer; answer gets better with time !!!
Inherently parallel; easily distributed
Many ways to speed up and improve a GA-based application as knowledge about problem domain is gained
Easy to exploit previous or alternate solutions
کلمات کلیدی:
Genetic algorithm - Wikipediahttps://en.wikipedia.org/wiki/Genetic_algorithmIn computer science and operations research, a genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to the larger class of evolutionary algorithms (EA).Crossover · List of genetic algorithm · Selection · SchemaGenetic Algorithm Tutorial - AI Junkiewww.ai-junkie.com/ga/intro/gat1.htmlGenetic Algorithms in Plain English. Introduction. The aim of this tutorial is to explain genetic algorithms sufficiently for you to be able to use them in your own ...Introduction to Genetic Algorithmshttps://www.doc.ic.ac.uk/~nd/surprise_96/journal/vol1/hmw/article1.htmlGenetic Algorithms (GAs) are adaptive heuristic search algorithm based on the evolutionary ideas of natural selection and genetics. As such they represent an intelligent exploitation of a random search used to solve optimization problems.Selection Operator · Crossover Operator · Mutation OperatorGenetic Algorithm - MATLAB & Simulink - MathWorkshttps://www.mathworks.com/discovery/genetic-algorithm.htmlLearn how to find global minima to highly nonlinear problems using the genetic algorithm. Resources include videos, examples, and documentation.Main page - Introduction to Genetic Algorithms - Tutorial with ... - Obitkowww.obitko.com/tutorials/genetic-algorithms/These pages introduce some fundamentals of genetic algorithms. Pages are intended to be used for learning about genetic algorithms without any previous ...Genetic Algorithms Tutorialhttps://www.tutorialspoint.com/genetic_algorithms/index.htmGenetic Algorithms Tutorial - Learn Genetic Algorithms in simple and easy steps starting from Introduction, Fundamentals, Genotype Representation, Population, ...
