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Heuristics and Hyper-Heuristics : Principles and Applications

Heuristics and Hyper-Heuristics : Principles and Applications

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Product Details
Author:
Miroslav Chomat
Publisher:
BoD – Books on Demand
Publication Date:
Dec 09, 2015
Number of pages:
198 pages
Language:
English
Binding:
Hardcover
ISBN-10:
9535122339
ISBN-13:
9789535122333

Overview

In the last few years, the society is witnessing ever-growing levels of complexity in the optimization paradigms lying at the core of different applications and processes. This augmented complexity has motivated the adoption of heuristic methods as a means to balance the Pareto trade-off between computational efficiency and the quality of the produced solutions to the problem at hand. The momentum gained by heuristics in practical applications spans further towards hyper-heuristics, which allow constructing ensembles of simple heuristics to handle efficiently several problems of a single class. In this context, this short book compiles selected applications of heuristics and hyper-heuristics for combinatorial optimization problems, including scheduling and other assorted application scenarios.


  • | Author: Javier Del Ser Lorente
  • | Publisher: BoD – Books on Demand
  • | Publication Date: Aug 30, 2017
  • | Number of Pages: 137 pages
  • | Language: English
  • | Binding: Hardcover
  • | ISBN-10: 9535133837
  • | ISBN-13: 9789535133834

Categories

Hardcover/Computers

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