Genetic Programming With Mixed-Integer Linear Programming-Based Library Search

Genetic programming (GP) is one of the commonly used tools for symbolic regression. In the field of GP, the use of semantics and an external library of subexpressions for designing better search operators has recently gained significant attention. A notable example is semantic backpropagation, which...

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Bibliographic Details
Published in:	IEEE transactions on evolutionary computation Vol. 22; no. 5; pp. 733 - 747
Main Authors:	Huynh, Quang Nhat, Chand, Shelvin, Singh, Hemant Kumar, Ray, Tapabrata
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.10.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Back propagation Backpropagation Fitness Genetic algorithms Genetic programming Genetic programming (GP) Integer programming Libraries library of subexpressions Linear programming Mixed integer linear programming mixed-integer linear programming (MILP) semantic backpropagation (SB) Semantics Sociology Statistics
ISSN:	1089-778X, 1941-0026
Online Access:	Get full text
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