Introduction to Gene Expression Programming

Evolutionary Computation for Modeling and Function Creation

Authors

  • Tarun Gaur Singhania University Author
  • Dr. Pradeep Goal Author

Keywords:

Gene Expression Programming, biological evolution, computer program, modeling, decision trees, neural networks, polynomial constructs, Symbolic Regression, symbolic mathematical function, logical function

Abstract

GeneExpression Programming is a procedure that mimics biological evolution to createa computer program to model some phenomenon. Gene expression programming can beused to create many different types of models including decision trees, neuralnetworks and polynomial constructs. The type of gene expression programmingimplemented in DTREG is Symbolic Regression – so named because it creates asymbolic mathematical or logical function.

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Published

2012-11-01

Issue

Vol. 4 No. 7 (2012): Journal of Advances in Science and Technology (JAST)

Section

Articles