Hyper-Heuristics: Theory and Applications

Inbunden, Engelska, 2018

Av Nelishia Pillay, Rong Qu

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This introduction to the field of hyper-heuristics presents the required foundations and tools and illustrates some of their applications.

Produktinformation

Utgivningsdatum2018-10-18
Mått155 x 235 x 14 mm
Vikt395 g
FormatInbunden
SpråkEngelska
SerieNatural Computing Series
Antal sidor130
Upplaga18001
FörlagSpringer International Publishing AG
ISBN9783319965130

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Nelishia Pillay is a Professor in the Department of Computer Science of the University of Pretoria, previously she was a lecturer in the School of Mathematics, Statistics and Computer Science of the University of KwaZulu-Natal in Pietermaritzburg. Rong Qu is an Associate Professor in the School of Computer Science of the University of Nottingham. Their research interests include bioinspired and artificial intelligence techniques, particularly applied to operations research problems.

Introduction to Hyper-Heuristics.- Selection Constructive Hyper-Heuristics.- Selection Pertubative Hyper-Heuristics.- Generation Constructive Hyper-Heuristics.- Generation Perturbative Hyper-Heuristics.- Theoretical Aspect: A Formal Definition.- Vehicle Routing Problems.- Nurse Rostering Problems.- Packing Problems.- Examination Timetabling Problems.- Cross-Domain Hyper-Heuristics.- Advances in Hyper-Heuristics.- Conclusions and Future Research Directions.