• OBLIC: Classification System U...

Treffer: OBLIC: Classification System Using Evolutionary Algorithm

Title:
OBLIC: Classification System Using Evolutionary Algorithm
Authors:
Alvarez Macías, José Luis, Mata Vázquez, Jacinto, Riquelme Santos, José Cristóbal
Contributors:
Universidad de Sevilla. Departamento de Lenguajes y Sistemas Informáticos
Publication Year:
2016
Collection:
idUS - Deposito de Investigación Universidad de Sevilla
Subject Terms:
Artificial Intelligence (incl. Robotics), Computation by Abstract Devices, Algorithm Analysis and Problem Complexity, Neurosciences, Neurology, Computer Appl. in Life Sciences
Document Type:
Buch book part
Language:
English
Relation:
Bio-Inspired Applications of Connectionism, Lecture Notes in Computer Science, Volume 2085, pp 644-651 (2001); https://idus.us.es/handle/11441/39142
Availability:
https://idus.us.es/handle/11441/39142
Rights:
Attribution-NonCommercial-NoDerivatives 4.0 Internacional ; http://creativecommons.org/licenses/by-nc-nd/4.0/ ; info:eu-repo/semantics/openAccess
Accession Number:
edsbas.CBA0CF56
Database:
BASE

Weitere Informationen

We present a new classification system based on Evolutionary Algorithm (EA), OBLIC. This tool is an OBLIque Classification system whose function is to induce a set of classification rules no hierarchical from a database or training set. The core of the algorithm is a EA with real-coded and Pittsburgh approach. Each individual is composed by a no fixed classification rules set what split in regions the search space. The fitness of each classification is obtained by means of the exploration of these regions. The result of the tool is the best classification obtained in the evolutionary process.