Hyper-Heuristics: Theory and Applications

Nelishia Pillay, Rong Qu.

Informasi Dasar

33 kali
21.21.1520
004.015 1
Buku - Elektronik (E-Book)
1

This introduction to the field of hyper-heuristics presents the required foundations and tools and illustrates some of their applications. The authors organized the 13 chapters into three parts. The first, hyper-heuristic fundamentals and theory, provides an overview of selection constructive, selection perturbative, generation constructive and generation perturbative hyper-heuristics, and then a formal definition of hyper-heuristics. The chapters in the second part of the book examine applications of hyper-heuristics in vehicle routing, nurse rostering, packing and examination timetabling. The third part of the book presents advanced topics and then a summary of the field and future research directions. Finally the appendices offer details of the HyFlex framework and the EvoHyp toolkit, and then the definition, problem model and constraints for the most tested combinatorial optimization problems. The book will be of value to graduate students, researchers, and practitioners.

Subjek

THEORY
 

Katalog

Hyper-Heuristics: Theory and Applications
9783319965147
134p.: pdf file.;3 MB
inggris

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Pengarang

Nelishia Pillay, Rong Qu.
Perorangan
 
 

Penerbit

Springer Nature Switzerland AG
Bern
2018

Koleksi

Kompetensi

 

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