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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Vydáno v:	IEEE transactions on evolutionary computation Ročník 22; číslo 5; s. 733 - 747
Hlavní autoři:	Huynh, Quang Nhat, Chand, Shelvin, Singh, Hemant Kumar, Ray, Tapabrata
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.10.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
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