Strategy for CFG Induction using Genetic Algorithm - Couverture souple

Choubey, Nitin; Kharat, Madan

 
9783639517125: Strategy for CFG Induction using Genetic Algorithm
Couverture souple
ISBN 10 : 3639517121 ISBN 13 : 9783639517125
Editeur : Scholars' Press, 2014

Synopsis

Inductive Inference is the process of making generalizations from sample. The present problem is an inquiry regarding finding new strategy with use of an evolutionary approach, more specifically Genetic Algorithm, to perform context-free grammar induction. The work includes an effort towards determining the optimal structuring element to be used along with GA for the induction of Context Free Grammar. Some findings of the work are related to investigate the possibility of handling premature convergence problem in genetic algorithm with the application to grammar induction process. The work demonstrated the grammar induction process using proposed sequential structuring element with suggestion of the new mutation operator and the evaluation of the resulted grammar done by Push Down Automate simulator. The proposed technique is experimented and compared with the several existing techniques in the literature.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Inductive Inference is the process of making generalizations from sample. The present problem is an inquiry regarding finding new strategy with use of an evolutionary approach, more specifically Genetic Algorithm, to perform context-free grammar induction. The work includes an effort towards determining the optimal structuring element to be used along with GA for the induction of Context Free Grammar. Some findings of the work are related to investigate the possibility of handling premature convergence problem in genetic algorithm with the application to grammar induction process. The work demonstrated the grammar induction process using proposed sequential structuring element with suggestion of the new mutation operator and the evaluation of the resulted grammar done by Push Down Automate simulator. The proposed technique is experimented and compared with the several existing techniques in the literature.

Biographie de l'auteur

Dr. N. S. Choubey[B.E.(CSE),M.E.(CSE),Ph.D.(CSE), MBA(Finance),Ph.D.(Mngt.)] is working as Professor & Head, Department of Computer Engineering at M.P.S.T.M.E., SVKM's NMIMS University, Shirpur,India.; Dr. M. U. Kharat[B.E.(CSE),M.S.(CE),Ph.D.(CSE)] is working as Professor & Head, Department of Computer Engineering at I.O.E., M.E.T., Nashik, India.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Scholars' Press
Date d'édition
2014
Langue
anglais
ISBN 10 
3639517121
ISBN 13 
9783639517125
Reliure
Broché
Nombre de pages
136
Coordonnées du fabricant
non disponible
Personne responsable
non disponible