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Neuronale Netze in Der Wirtschaftswissenschaftlichen Prognose Und Modellgenerierung: Eine Theoretische Und Empirische Betrachtung Mit Programmier-Beis
Paperback
Series: Wirtschaftswissenschaftliche Beiträge, Book 192
ISBN13: 9783790800593
Publisher: Physica-Verlag
Published: Oct 29 2003
Pages: 349
Weight: 1.13
Height: 0.76 Width: 6.14 Depth: 9.21
Language: German
Der vorliegende Band beschreibt sowohl die theoretischen als auch die empirischen Aspekte neuronaler Netze. Nach einer detaillierten, auch für Einsteiger geeigneten Einführung in die Funktionsweise neuronaler Netze, richtet sich der zweite Teil des Buches an Forscher, die ein neuronales Netz als Erwartungsbildungsmodul oder als Optimierungsmodul in volkswirtschaftliche Modelle integrieren wollen. Im dritten Teil des Buches schlie lich wird am Beispiel der Geldnachfrage dargestellt, wie neuronale Netze für die Analyse und Prognose wirtschaftswissenschaftlicher Zusammenhänge eingesetzt werden können. Gängige Trainings- und Optimierungsverfahren werden vorgestellt, und es wird gezeigt, wie diese Verfahren in einem Simulator für neuronale Netze implementiert werden können. Die beiliegende CD enthält eine interaktive Version des Buches. Computer-Simulationen, Programmierbeispiele und Quellcode für die Programme können direkt aus dem Text aufgerufen und Schritt für Schritt nachvollzogen werden.
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