Hybrid ensemble selection algorithm incorporating GRASP with path relinking

The greedy randomized adaptive search procedure (GRASP) is an iterative two-phase multi-start metaheuristic procedure for a combination optimization problem, while path relinking is an intensification procedure applied to the solutions generated by GRASP. In this paper, a hybrid ensemble selection a...

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Bibliographic Details
Published in:	Applied intelligence (Dordrecht, Netherlands) Vol. 44; no. 3; pp. 704 - 724
Main Authors:	Zhang, Ting, Dai, Qun
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.04.2016 Springer Nature B.V
Subjects:	Accuracy Algorithms Artificial Intelligence Computer Science Convergence Credit risk Credit scoring Datasets Discriminant analysis Financial institutions Learning Linear programming Machines Manufacturing Mechanical Engineering Multilayers Neural networks Optimization Processes Scoring Searching Support vector machines Teaching methods Extreme learning machine (ELM) Ensemble selection algorithm incorporating GRASP with path relinking (PRelinkGraspEnS) Path relinking Greedy randomized adaptive search procedure (GRASP) Bootstrap aggregation (bagging)
ISSN:	0924-669X, 1573-7497
Online Access:	Get full text
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