Binary classification posed as a quadratically constrained quadratic programming and solved using particle swarm optimization

Particle swarm optimization (PSO) is used in several combinatorial optimization problems. In this work, particle swarms are used to solve quadratic programming problems with quadratic constraints. The central idea is to use PSO to move in the direction towards optimal solution rather than searching...

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Bibliographic Details

Published in:	Sadhana (Bangalore) Vol. 41; no. 3; pp. 289 - 298
Main Authors:	KUMAR, DEEPAK, RAMAKRISHNAN, A G
Format:	Journal Article
Language:	English
Published:	New Delhi Springer India 01.03.2016
Subjects:	Engineering particle swarm optimization Quadratic programming hyperplane binary classification quadratic constraints
ISSN:	0256-2499, 0973-7677
Online Access:	Get full text
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