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Effizientes Geschaftsprozessmanagement ist der entscheidene Erfolgsfaktor zur Optimierung logistischer Systeme. Der von Christian Kruse entwickelte Ansatz des referenzmodellgestutzten Geschaftsprozessmanagement beschreibt eine praktisch umsetzbare Vorgehensweise, die Qualitat und Effizienz logistischer Reorganisationsprojekte deutlich steigert. Der Autor leitet ein umfassendes Anforderungsmodell ab, das sich als Ausgangspunkt fur ein Logistik-Benchmarking eignet. Auf dieser Basis werden zwolf logistische Referenzmodelle zur Optimierung vertri ebslogistischer Systeme bei kundenanonymer...

Finance researchers and asset management practitioners put a lot of effort into the question of optimal asset allocation. With this respect, a lot of research has been conducted on portfolio decision making as well as quantitative modeling and prediction models. This study brings together three fields of research, which are usually analyzed in an isolated manner in the literature: - Predictability of asset returns and their covariance matrix - Optimal portfolio decision making - Nonlinear modeling, performed by artificial neural networks, and their impact on predictions as well as optimal...

In recent years there has been a growing interest to extend classical methods for data analysis. The aim is to allow a more flexible modeling of phenomena such as uncertainty, imprecision or ignorance. Such extensions of classical probability theory and statistics are useful in many real-life situations, since uncertainties in data are not only present in the form of randomness --- various types of incomplete or subjective information have to be handled. About twelve years ago the idea of strengthening the dialogue between the various research communities in the field of data analysis was...

This textbook provides a clear and logical introduction to the field, covering the fundamental concepts, algorithms and practical implementations behind efforts to develop systems that exhibit intelligent behavior in complex environments. This enhanced second edition has been fully revised and expanded with new content on swarm intelligence, deep learning, fuzzy data analysis, and discrete decision graphs.
Features: provides supplementary material at an associated website; contains numerous classroom-tested examples and definitions throughout the text; presents useful insights into all...