Implementation of Genetic Algorithm for Optimization of Network Route

Conference paper
Part of the Advances in Intelligent Systems and Computing book series (AISC, volume 381)

Abstract

Problem in the real world requires modeling the problem mathematically and drawing conclusions based on the solutions of the mathematical problem. One of the alternatives is evolutionary computation, which encompasses three main components––evolution strategies, genetic algorithms, and evolution programs. Genetic algorithm takes a possible solution to a particular problem on a simple chromosome with variable genes and uses the data structure to apply the combination of operators to these structures in order to protect vital assets and search for optimum solutions. Shortest path routing algorithms are a well-established problem and addressed by many researchers in different ways. In the present work, one such algorithm was used for routing which is based on genetic algorithm.

Keywords

Mathematical modeling Genetic algorithm Evolution strategies Chromosomes Optimized path 

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Copyright information

© Springer India 2016

Authors and Affiliations

  1. 1.Department of Electrical and Electronics EngineeringChandigarh UniversityGharuanIndia

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