• 28 h-Index
1987 …2018
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Profile The profile is based on mining the text of the experts' scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 4 Similar Profiles
Genetic programming Engineering & Materials Science
Genetic Programming Mathematics
Evolutionary algorithms Engineering & Materials Science
Cartesian Mathematics
Fitness Mathematics
Genes Engineering & Materials Science
Chemistry Mathematics
Phenotype Mathematics

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Publications 1987 2018

1 Citations

Automatic feature engineering for regression models with machine learning: An evolutionary computation and statistics hybrid

Veloso de Melo, V. & Banzhaf, W., Mar 1 2018, In : Information Sciences. 430-431, p. 287-313 27 p.

Research output: Contribution to journalArticle

Evolutionary Computation
Evolutionary algorithms
Learning systems
Regression Model
Machine Learning

Evolving adaptive traffic signal controllers for a real scenario using genetic programming with an epigenetic mechanism

Ricalde, E. & Banzhaf, W., Jan 16 2018, Proceedings - 16th IEEE International Conference on Machine Learning and Applications, ICMLA 2017. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-January, p. 897-902 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Traffic signals
Genetic programming
Controllers
Experiments

Learning an evolvable genotype-phenotype mapping

Moreno, M. A., Banzhaf, W. & Ofria, C. Jul 2 2018 GECCO 2018 - Proceedings of the 2018 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 983-990 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genetic programming
Neural networks

A hybrid genetic programming decision making system for RoboCup soccer simulation

Tavafi, A. & Banzhaf, W. Jul 1 2017 GECCO 2017 - Proceedings of the 2017 Genetic and Evolutionary Computation Conference. Association for Computing Machinery, Inc, p. 1025-1032 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Genetic programming
Decision making
Simulators
Robots
2 Citations

Drone Squadron Optimization: a novel self-adaptive algorithm for global numerical optimization

de Melo, V. V. & Banzhaf, W., Feb 27 2017, (Accepted/In press) In : Neural Computing and Applications. p. 1-28 28 p.

Research output: Contribution to journalArticle

Adaptive algorithms
Drones
Firmware
Global optimization
Statistical methods