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Genetic algorithm

Known as: Genethc algorithm, Genetic algorithms, GATTO 
In computer science and operations research, a genetic algorithm (GA) is a metaheuristic inspired by the process of natural selection that belongs to… 
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Broader (1)

Mathematical optimization

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2008
Highly Cited
2008
Optimizing Hydropower Reservoir Operation Using Hybrid Genetic Algorithm and Chaos
Genetic algorithms (GA) have been widely applied to solve water resources system optimization. With the increase of the… 
Highly Cited
2005
Highly Cited
2005
Discrete Optimization A hybrid genetic algorithm for the job shop scheduling problem
This paper presents a hybrid genetic algorithm for the job shop scheduling problem. The chromosome representation of the problem… 
Highly Cited
2004
Highly Cited
2004
Hybrid Taguchi-genetic algorithm for global numerical optimization
In this paper, a hybrid Taguchi-genetic algorithm (HTGA) is proposed to solve global numerical optimization problems with… 
Highly Cited
2003
Highly Cited
2003
Neural networks, fuzzy logic, and genetic algorithms : synthesis and applications
A Study of Adaptive Neural Network Control System. Zhong, Heng Design of Fuzzy Logic Controller Based on Differential Evolution… 
Highly Cited
2001
Highly Cited
2001
A Micro-Genetic Algorithm for Multiobjective Optimization
In this paper, we propose a multiobjective optimization approach based on a micro genetic algorithm (micro-GA) which is a genetic… 
Highly Cited
1997
Highly Cited
1997
Genetic Algorithms for Least-Cost Design of Water Distribution Networks
This paper describes the development of a computer model GANET that involves the application of an area of evolutionary computing… 
Review
1996
Review
1996
Galib: a c++ library of genetic algorithm components
GAlib is a C++ library of genetic algorithm objects. The library includes tools for using genetic algorithms to do optimization… 
Highly Cited
1994
Highly Cited
1994
Genetic algorithms with multi-parent recombination
We investigate genetic algorithms where more than two parents are involved in the recombination operation. We introduce two multi… 
Highly Cited
1994
Highly Cited
1994
The Development and Evaluation of an Improved Genetic Algorithm Based on Migration and Artificial Selection
Much research has been done in developing improved genetic algorithms (GA's). Past research has focused on the improvement of… 
Highly Cited
1992
Highly Cited
1992
A genetic algorithm for bin packing and line balancing
The authors present an efficient genetic algorithm for two NP-hard problems, the bin packing and the line balancing problems… 
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