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.

  • 2 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

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
1 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
2 Citations

Improving the prediction of material properties of concrete using Kaizen Programming with Simulated Annealing

Veloso de Melo, V. & Banzhaf, W. Jul 12 2017 In : Neurocomputing. 246, p. 25-44 20 p.

Research output: Contribution to journalArticle

Simulated annealing
Materials properties
Concretes
Nonlinear Dynamics
Least-Squares Analysis

Intrduction to gene regulatory networks

Cussat-Blanc, S. & Banzhaf, W. Jul 15 2017 GECCO 2017 - Proceedings of the Genetic and Evolutionary Computation Conference Companion. Association for Computing Machinery, Inc, p. 359-372 14 p.

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