Heuristics and Hyper-Heuristics
Author | : Javier Del Ser Lorente |
Publisher | : BoD – Books on Demand |
Total Pages | : 137 |
Release | : 2017-08-30 |
ISBN-10 | : 9789535133834 |
ISBN-13 | : 9535133837 |
Rating | : 4/5 (34 Downloads) |
Download or read book Heuristics and Hyper-Heuristics written by Javier Del Ser Lorente and published by BoD – Books on Demand. This book was released on 2017-08-30 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.