Intelligent Decision Support - Intelligente Entscheidungsunterstützung: Current Challenges and Approaches - Aktuelle Herausforderungen und Lösungsansätze
Dr. Andreas Bortfeldt, Prof. Dr. Jörg Homberger, Prof. Dr. Herbert Kopfer, Giselher Pankratz, Dr. Reinhard Strangmeier
Springer Science & Business Media, Jul 30, 2008 - Business & Economics - 521 pages
For several decades research on intelligent techniques for decision-making has represented a particular challenge, originally taken up using modest hardware equipment, which we today would consider to be extremely weak. From earliest times onwards research which was concerned with the theory and practical concerns of decisions was advanced simultaneously in the fields of information technology, mathematics, operations research and business studies. The decision-oriented research streams within these d- ciplines only grew together as the years passed. Cross-discipline work from the field of business information technology, which served as a ‘me- ing pot’, especially contributed to this development. For more than three decades Hermann Gehring has worked in this field, both as a scientist and as a teacher, in order to advance, research and develop methods for the solution of problem situations which require intelligent techniques to s- port decision-making. He was particularly open as an interdisciplinary researcher towards modern methods which merged from various fields, actively working on the trend towards hybrid approaches for techniques in decision-making. On the methodical level Hermann Gehring was one of the first to see the potential of parallel processing and, long before the technological conditions were fulfilled, propagated its use for the solution of business decision problems. Two areas of application important for the scientific work of Hermann Gehring should be mentioned in particular. These are cutting and packing problems and transport planning.
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1-group 2-stage algorithm alternative Ansatz Applications approach aufgrund Aufträge Business case classification classifier client constraints container cost customer cuts cutting damage data Decision Support different Dimension direct marketing driving time E-Government economic efficient Einsatz Emotionen Entscheidungen Entscheidungsunterstützung environmental European Journal example feasible FernUniversität in Hagen Fitnesslandschaft Frachtführer fraud Gehring Geschäftsprozesse given graphs guillotine Handlungsreisendenproblem hours Hrsg Informationen instances Intuition iteration Journal of Operational Kisten Klickbetrug Klicks Konfigurationsraum Kontext Konzept Kosten Kundenkombinationen level liability loading lokale Suche Lösung Management Managementunterstützung Marketing Metaheuristiken Methoden model möglich networks node number objective Operational Research optimal Optimierung Optimization Organisationen packing Parameter pattern patterns performance Personalvermögen Personalwirtschaft pieces point problem problems Prozess prozessorientierten Rahmen results routing scheduling Science search Selbsteintritt solution sowie spheres Straßenverkehrsbehörde Strategie support vector machines System Systems tabu search take time windows tion Touren Tourenplanung Unternehmen unternehmerischen unterschiedlichen used using value variables vector vehicle routing VRLP Wirtschaft Wirtschaftsinformatik