In order to solve the complicated network system modeling and optimization problem, in this paper, at first the simple genetic algorithm is analyzed and discussed in detail, and then the improvement of the genetic algorithm is studied, and finally summarizes the characteristics of the algorithm Through the experiment, it is demonstrated that this method can effectively solve the complicated network of the two problems

Complex Network System Modeling and Optimization

From the Publisher:
This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields 

Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required

/pdf/genetic-algorithms-in-search-optimization-and-machine-32blye8bu4.pdf

Genetic algorithms in search, optimization, and machine learning

From the Publisher:
This book brings together - in an informal and tutorial fashion - the computer techniques, mathematical tools, and research results that will enable both students and practitioners to apply genetic algorithms to problems in many fields. 

Major concepts are illustrated with running examples, and major algorithms are illustrated by Pascal computer programs. No prior knowledge of GAs or genetics is assumed, and only a minimum of computer programming and mathematics background is required.

background

Genetic algorithms in search, optimization and machine learning

Genetic algorithm arised from evolutionary theory and genetics,which has become the important part of computation intelligence drawing much attention from many subjects.This paper offers an overview of the history,theory and applications for genetic algorithm. Relevant analysis and evaluation are provided.

Complex Network System Modeling and Optimization

References

Genetic algorithms in search, optimization, and machine learning

Genetic algorithms in search, optimization and machine learning

Survey on Genetic Algorithm

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