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Optimales Gatewaydesign mit genetischem Algorithmus und ganzzahliger linearer Programmierung by Hauer, Wolfgang

Optimales Gatewaydesign mit genetischem Algorithmus und ganzzahliger linearer Programmierung

by Wolfgang Hauer
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Book cover type: Paperback
  • ISBN13: 9783640352920
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Grin Verlag
  • Publisher Imprint: Grin Verlag
  • Publication Date:
  • Pages: 142
  • Original Price: USD 67.5
  • Language: German
  • Edition: N/A
  • Item Weight: 195 grams
  • BISAC Subject(s): Electrical

Doktorarbeit / Dissertation aus dem Jahr 2008 im Fachbereich Elektrotechnik, Note: sehr gut, Universität Ulm, Sprache: Deutsch, Abstract: Der Schwerpunkt dieser Arbeit liegt in dem optimalen Design eines Gateways für FPGAs (engl. Field Programmable Gate Arrays). Dazu werden verschiedene Realisierungsalternativen aufgezeigt und eine neue, auf kombinatorischen Algorithmen basierende Methode vorgestellt. Durch Anwendung der entwickelten Methodik wird das Problem des Hardware/Software-CoDesigns gelöst und eine optimale Gatewaystruktur für das jeweilige System erstellt. Grundlage dafür bildet ein Modell zur Gatewaysynthese auf Systemebene, welches auf einem bipartiten Graphen beruht. Eine Kombination aus evolutionärem/genetischem Algorithmus (GA) und ganzzahliger linearer Programmierung (engl. integer linear programming, ILP) optimiert diesen Graphen. Diese Algorithmenkombination ermöglicht die Bestimmung einer optimalen Gatewayarchitektur mit optimaler Hard- und Softwareverteilung. Die korrekte Anwendung des Verfahrens auf unterschiedliche Problemstellungen, Problemgrö en und Anzahl an Optimierungskriterien sowie eine Performanceanalyse der einzelnen Algorithmen und die Anwendung auf eine reale Problemstellung runden diese Dissertation ab.

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