Untapped Potential of Genetic Programming: Transfer Learning and Outlier Removal

Genetic and Evolutionary Computation - Genetic Programming Theory and Practice XVI ◽

10.1007/978-3-030-04735-1_10 ◽

2019 ◽

pp. 193-207 ◽

Cited By ~ 1

Author(s):

Leonardo Trujillo ◽

Luis Muñoz ◽

Uriel López ◽

Daniel E. Hernández

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Outlier Removal

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Output-based transfer learning in genetic programming for document classification

Knowledge-Based Systems ◽

10.1016/j.knosys.2020.106597 ◽

2021 ◽

Vol 212 ◽

pp. 106597

Author(s):

Wenlong Fu ◽

Bing Xue ◽

Xiaoying Gao ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Document Classification

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Neurally guided transfer learning for genetic programming

Proceedings of the Genetic and Evolutionary Computation Conference Companion ◽

10.1145/3449726.3459511 ◽

2021 ◽

Author(s):

Alexander Wild ◽

Barry Porter

Keyword(s):

Genetic Programming ◽

Transfer Learning

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A Parametric Framework for Genetic Programming with Transfer Learning for Uncertain Capacitated Arc Routing Problem

AI 2020: Advances in Artificial Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-030-64984-5_12 ◽

2020 ◽

pp. 150-162

Author(s):

Mazhar Ansari Ardeh ◽

Yi Mei ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Arc Routing ◽

Routing Problem ◽

Capacitated Arc Routing Problem ◽

Capacitated Arc Routing

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Genetic Source Sensitivity and Transfer Learning in Genetic Programming

10.1162/isal_a_00326 ◽

2020 ◽

Author(s):

Thomas Helmuth ◽

Edward Pantridge ◽

Grace Woolson ◽

Lee Spector

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Genetic Source

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Differential evolution for instance based transfer learning in genetic programming for symbolic regression

Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19 ◽

10.1145/3319619.3321941 ◽

2019 ◽

Cited By ~ 2

Author(s):

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Differential Evolution ◽

Transfer Learning ◽

Symbolic Regression

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Common subtrees in related problems: A novel transfer learning approach for genetic programming

2017 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2017.7969453 ◽

2017 ◽

Cited By ~ 12

Author(s):

Damien O'Neill ◽

Harith Al-Sahaf ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Learning Approach

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Transfer Learning in Genetic Programming Hyper-heuristic for Solving Uncertain Capacitated Arc Routing Problem

2019 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2019.8789920 ◽

2019 ◽

Cited By ~ 4

Author(s):

Mazhar Ansari Ardeh ◽

Yi Mei ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Arc Routing ◽

Routing Problem ◽

Capacitated Arc Routing Problem ◽

Capacitated Arc Routing

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On the Transfer Learning of Genetic Programming Classification Algorithms

10.1007/978-3-030-90425-8_4 ◽

2021 ◽

pp. 47-58

Author(s):

Thambo Nyathi ◽

Nelishia Pillay

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Classification Algorithms

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Instance based Transfer Learning for Genetic Programming for Symbolic Regression

2019 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2019.8790217 ◽

2019 ◽

Cited By ~ 2

Author(s):

Qi Chen ◽

Bing Xue ◽

Mengjie Zhang

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Symbolic Regression

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Transfer Learning of Genetic Programming Instruction Sets

Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion ◽

10.1145/3377929.3389988 ◽

2020 ◽

Author(s):

Thomas Helmuth ◽

Edward Pantridge ◽

Grace Woolson ◽

Lee Spector

Keyword(s):

Genetic Programming ◽

Transfer Learning ◽

Programming Instruction ◽

Instruction Sets

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