Scinovex
Physical Sciences → Computer Science → Artificial Intelligence

Evolutionary Algorithms and Applications

This cluster of papers focuses on the application of genetic programming in machine learning, particularly in the areas of classification, feature selection, symbolic regression, and evolvable hardware. It explores the use of evolutionary algorithms and learning classifier systems to solve complex problems, with an emphasis on multiobjective optimization and semantic genetic programming.

74.1K works worldwide859.5K citations
Genetic ProgrammingMachine LearningClassificationEvolutionary AlgorithmsFeature SelectionSymbolic RegressionEvolvable HardwareLearning Classifier SystemsSemantic Genetic ProgrammingMultiobjective Optimization

Journals publishing in this area

1Applied Soft Computing cover
Applied Soft Computing
ISSN 1568-4946954 articles in this topic
233h-index
2Information Sciences cover
Information Sciences
ISSN 0020-0255780 articles in this topic
275h-index
3Expert Systems with Applications cover
Expert Systems with Applications
ISSN 0957-4174661 articles in this topic
341h-index
4
Machine Learning
ISSN 0885-6125146 articles in this topic
260h-index