Search
Now showing items 1-7 of 7
Investigação do modelo de aprendizagem híbrido genético-baseado em instâncias.
(Universidade Federal de São Carlos, 2003-09-05)
This research work investigates the contribution of genetic algorithms to
instance based learning methods, particularly k-NN, IB1 and IB2. The main focus of
the investigation is to optimize the performance of three algorithms ...
Algoritmo genético-tabu para a programação reativa da produção em um sistema de manufatura com recursos compartilhados
(Universidade Federal de São Carlos, 2009-11-20)
Manufacturing systems with shared resources have been designed to meet the market needs, which require high quality products, low cost and the guarantee of the conditions agreed with the customer. The production scheduling ...
Geração genética de classificador fuzzy intervalar do tipo-2
(Universidade Federal de São Carlos, 2009-10-30)
The objective of this work is to study, expand and evaluate the use of interval type-2 fuzzy sets in the knowledge representation for fuzzy inference systems, specifically for fuzzy classifiers, as well as its automatic ...
A ordenação das variáveis no processo de otimização de classificadores bayesianos: uma abordagem evolutiva
(Universidade Federal de São Carlos, 2007-08-20)
Classification is a basic task in data analysis and pattern recognition that requires the construction of a classifier. The induction of classifiers from data sets is an important problem in machine learning. Numerous ...
Um paradigma baseado em algoritmos genéticos para o aprendizado de regras Fuzzy
(Universidade Federal de São Carlos, 2004-05-24)
The construction of the knowledge base of fuzzy systems has been beneficited intensively from automatic methods that extract the necessary knowledge from data sets which represent examples of the problem. The evolutionary ...
Abordagem co-evolutiva hierárquica para geração automática de sistemas nebulosos
(Universidade Federal de São Carlos, 2006-09-13)
This work focuses on the problem of automatic generation of fuzzy systems
through evolutionary computation, specifically using the approach of co-evolution. Coevolution
is based on the idea of modular modeling of the ...
Um método de busca usando algoritmo genético para programação reativa da produção de sistemas de manufatura com recursos compartilhados
(Universidade Federal de São Carlos, 2007-12-14)
Search strategies have been used to solve the problem of scheduling of Manufacturing Systems with Shared Resources. However, depending on the size and complexity of the manufacturing system, the response time of the search ...