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Schwarmintelligenz in der Tourenplanung: Konzeption und Umsetzung eines didaktischen Beispiels by Serban, Nathalie

Schwarmintelligenz in der Tourenplanung: Konzeption und Umsetzung eines didaktischen Beispiels

by Nathalie Serban
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Book cover type: Paperback
  • ISBN13: 9783668598928
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Grin Verlag
  • Publisher Imprint: Grin Verlag
  • Publication Date:
  • Pages: 44
  • Original Price: USD 25.5
  • Language: German
  • Edition: 1. Auflage
  • Item Weight: 68 grams
  • BISAC Subject(s): Languages / General

Projektarbeit aus dem Jahr 2017 im Fachbereich Informatik - Wirtschaftsinformatik, Note: 1.0, Hochschule Ravensburg-Weingarten, Sprache: Deutsch, Abstract: Das Ziel der folgenden Arbeit ist es, eine Konzeption und die dazugehörige Umsetzung eines didaktischen Beispiels für den Einsatz eines schwarmbasierten Algorithmus in der Tourenplanung zu erstellen. Um dieses Ziel zu erreichen, wird der Ameisenalgorithmus untersucht und in einem Beispiel mit selbst definierten Parameterwerten modelliert. Anschlie end wird der Algorithmus mittels einer geeigneten Software implementiert; dabei bilden die Parameterwerte aus dem erstellten Modell die Inputdaten. Die grundlegende Fragestellung dieser Arbeit ist die Möglichkeit, Optimierungsmethoden durch das Verfahren aus der Natur analog auf das Travelling Salesman Problem anzuwenden. Das Verhalten der Ameisen bei der Futtersuche ist hierbei Gegenstand der Untersuchung. Eine wichtige Frage ist dabei ist zum einen die Umsetzung der natürlichen Begebenheiten in einen Algorithmus, die es zu erörtern gilt. Zum anderen soll eruiert werden, warum sich das Travelling Salesman Problem als gutes Anwendungsbeispiel für den Einsatz des Ameisenalgorithmus herausstellt. In einem didaktischen Beispiel wird die Performance des Algorithmus bewertet, sodass als Ergebnis dieser Arbeit die Vorstellung, Konzeption, Umsetzung und Evaluation des Ameisenalgorithmus herauskommt.

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