Enhanced GA & LS for Optimizing Soft Constrained Combinatorial Problems: Enhanced Genetic Algorithm with Local Search for Optimizing Soft Constrained Combinatorial Problems - Softcover

Nandhini, M.; Kanmani, S.

 
9783639710816: Enhanced GA & LS for Optimizing Soft Constrained Combinatorial Problems: Enhanced Genetic Algorithm with Local Search for Optimizing Soft Constrained Combinatorial Problems
Softcover
ISBN 10: 3639710819 ISBN 13: 9783639710816
Verlag: Scholars' Press, 2014

Inhaltsangabe

To design a model for optimizing Combinatorial Problems(CPs) with multi objectives and multi soft constrained features, a new domain specific crossover and mutation operators in GA are proposed and are combined and hybridized with local search algorithm namely Steepest Ascent Hill Climbing. This resulted to twelve algorithms to optimize CPs with multi objectives. The performance of these twelve algorithms are analysed on two CPs namely College Course Timetabling Problem (CCTP) and Multi Job Shop Scheduling Problem (MJSSP) with the instances of institution based data set for CCTP and standard benchmark instances of MJSSP. From the analysis of these algorithms, the best combination of hybrid model to optimize multi soft constrained CPs with multi objectives is identified.

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Verlag
Scholars' Press
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
3639710819
ISBN 13 
9783639710816
Einband
Taschenbuch
Anzahl der Seiten
136
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Fastbook Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland