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Identification of different alternatives for building blocks of genetic programming algorithm for evolving decision tree induction algorithms

Grant number: 14/21737-4
Support type:Scholarships in Brazil - Scientific Initiation
Effective date (Start): November 01, 2014
Effective date (End): June 30, 2015
Field of knowledge:Physical Sciences and Mathematics - Computer Science
Principal Investigator:Márcio Porto Basgalupp
Grantee:Ricardo Manhães Savii
Home Institution: Instituto de Ciência e Tecnologia (ICT). Universidade Federal de São Paulo (UNIFESP). Campus São José dos Campos. São José dos Campos , SP, Brazil
Associated research grant:10/20255-5 - Genetic programming for evolving decision tree induction algorithms, AP.JP

Abstract

The identification of macro-parameters (used as building-blocks) is one of the most important tasks for automatically evolving decision-tree induction algorithms. These building-blocks will be used by the GP for automatically evolving new decision-tree induction algorithms. In this context, this work proposes to investigate other building-blocks as well as some variations of the ones proposed by the proponent.