Griffin, Joshua ; Fowler, Kathleen ; Gray, Genetha ; Hemker, Thomas ; Parno, Matthew (2010)
Derivative-Free Optimization Via Evolutionary Algorithms Guiding Local Search.
Report, Bibliographie
Kurzbeschreibung (Abstract)
In this paper, we describe the technical details of HOPSPACK (Hybrid Optimization Parallel Search Package), a new software platform which facilitates combining multiple optimization routines into a single, tightly-coupled, hybrid algorithm that supports parallel function evaluations. The framework is designed such that existing optimization source code can be easily incorporated with minimal code modification. By maintaining the integrity of each individual solver, the strengths and code sophistication of the original optimization package are retained and exploited.
| Typ des Eintrags: | Report |
|---|---|
| Erschienen: | 2010 |
| Autor(en): | Griffin, Joshua ; Fowler, Kathleen ; Gray, Genetha ; Hemker, Thomas ; Parno, Matthew |
| Art des Eintrags: | Bibliographie |
| Titel: | Derivative-Free Optimization Via Evolutionary Algorithms Guiding Local Search |
| Sprache: | Deutsch |
| Publikationsjahr: | 2010 |
| Kurzbeschreibung (Abstract): | In this paper, we describe the technical details of HOPSPACK (Hybrid Optimization Parallel Search Package), a new software platform which facilitates combining multiple optimization routines into a single, tightly-coupled, hybrid algorithm that supports parallel function evaluations. The framework is designed such that existing optimization source code can be easily incorporated with minimal code modification. By maintaining the integrity of each individual solver, the strengths and code sophistication of the original optimization package are retained and exploited. |
| Fachbereich(e)/-gebiet(e): | 20 Fachbereich Informatik 20 Fachbereich Informatik > Simulation, Systemoptimierung und Robotik |
| Hinterlegungsdatum: | 20 Jun 2016 23:26 |
| Letzte Änderung: | 03 Jun 2018 21:30 |
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