Finding optimal solutions using the method of genetic algorithm

Subject Areas : Electronics Engineering

Mahbubeh Bahrayni ¹ (Department of Artificial Intelligence, Bushehr Branch, Islamic Azad University, Bushehr, Iran)

Received: 2021-05-22 Accepted : 2021-05-22 Published : 2016-12-21

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Abstract :

The concepts of genetic algorithm are based on Darwin's theory of inheritance. The genetic algorithm mimics the evolutionary concept of generational survival. If the population develops through generations of individuals, the overall competence of the group will increase. If certain individuals are not competitive enough to survive, they are doomed to die and their genetic traits removed from the population. So the genetic algorithm method is a nature-inspired method. Below we define the concepts used in this method and explain the method of finding optimal solutions using genetic algorithm.