Hyper-Heuristics: Theory and Applications

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, selec...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς: Pillay, Nelishia (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Qu, Rong (http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Σειρά:Natural Computing Series,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.