Heuristics and Hyper-Heuristics : : Principles and Applications / / edited by Javier Del Ser Lorente.
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 com...
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| Place / Publishing House: | Rijeka : : IntechOpen,, 2017. ©2017 |
| Year of Publication: | 2017 |
| Language: | English |
| Physical Description: | 1 online resource (136 pages) :; illustrations |
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| Other title: | Heuristics and hyper-heuristics |
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| Summary: | 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. |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9535146777 9535133845 |
| Hierarchical level: | Monograph |
| Statement of Responsibility: | edited by Javier Del Ser Lorente. |