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Deterministic Global Optimization
This monograph deals with a general class of solution approaches in deterministic global optimization, namely the geometric branch-and-bound methods which are popular algorithms, for instance, in Lipschitzian optimization, d.c. programming, and interval analysis.It also introduces a new concept for...
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| Lenguaje: | eng |
| Publicado: |
Springer
2012
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| Acceso en línea: | https://dx.doi.org/10.1007/978-1-4614-1951-8 http://cds.cern.ch/record/1486677 |
| _version_ | 1780926165026865152 |
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| author | Scholz, Daniel |
| author_facet | Scholz, Daniel |
| author_sort | Scholz, Daniel |
| collection | CERN |
| description | This monograph deals with a general class of solution approaches in deterministic global optimization, namely the geometric branch-and-bound methods which are popular algorithms, for instance, in Lipschitzian optimization, d.c. programming, and interval analysis.It also introduces a new concept for the rate of convergence and analyzes several bounding operations reported in the literature, from the theoretical as well as from the empirical point of view. Furthermore, extensions of the prototype algorithm for multicriteria global optimization problems as well as mixed combinatorial optimization |
| id | cern-1486677 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2012 |
| publisher | Springer |
| record_format | invenio |
| spelling | cern-14866772021-04-22T00:16:18Zdoi:10.1007/978-1-4614-1951-8http://cds.cern.ch/record/1486677engScholz, DanielDeterministic Global OptimizationMathematical Physics and MathematicsThis monograph deals with a general class of solution approaches in deterministic global optimization, namely the geometric branch-and-bound methods which are popular algorithms, for instance, in Lipschitzian optimization, d.c. programming, and interval analysis.It also introduces a new concept for the rate of convergence and analyzes several bounding operations reported in the literature, from the theoretical as well as from the empirical point of view. Furthermore, extensions of the prototype algorithm for multicriteria global optimization problems as well as mixed combinatorial optimizationSpringeroai:cds.cern.ch:14866772012 |
| spellingShingle | Mathematical Physics and Mathematics Scholz, Daniel Deterministic Global Optimization |
| title | Deterministic Global Optimization |
| title_full | Deterministic Global Optimization |
| title_fullStr | Deterministic Global Optimization |
| title_full_unstemmed | Deterministic Global Optimization |
| title_short | Deterministic Global Optimization |
| title_sort | deterministic global optimization |
| topic | Mathematical Physics and Mathematics |
| url | https://dx.doi.org/10.1007/978-1-4614-1951-8 http://cds.cern.ch/record/1486677 |
| work_keys_str_mv | AT scholzdaniel deterministicglobaloptimization |