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Informs Abok

Author: James J. Cochran
Publisher: Wiley
ISBN: 1119483212
Size: 33.79 MB
Format: PDF, Mobi
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Standardizes the definition and framework of analytics ABOK stands for Analytics Body of Knowledge. Based on the authors’ definition of analytics—which is “a process by which a team of people helps an organization make better decisions (the objective) through the analysis of data (the activity)”— this book from Institute for Operations Research and the Management Sciences (INFORMS) represents the perspectives of some of the most respected experts on analytics. The INFORMS ABOK documents the core concepts and skills with which an analytics professional should be familiar; establishes a dynamic resource that will be used by practitioners to increase their understanding of analytics; and, presents instructors with a framework for developing academic courses and programs in analytics. The INFORMS ABOK offers in-depth insight from peer-reviewed chapters that provide readers with a better understanding of the dynamic field of analytics. Chapters cover: Introduction to Analytics; Getting Started with Analytics; The Analytics Team; The Data; Solution Methodology; Model Building; Machine Learning; Deployment and Life Cycle Management; and The Blossoming Analytics Talent Pool: An Overview of the Analytics Ecosystem. Across industries and academia, readers with various backgrounds in analytics – from novices who are interested in learning more about the basics of analytics to experienced professionals who want a different perspective on some aspect of analytics – will benefit from reading about and implementing the concepts and methods covered by the INFORMS ABOK.

Optimization In Engineering

Author: Ramteen Sioshansi
Publisher: Springer
ISBN: 3319567691
Size: 43.73 MB
Format: PDF, Kindle
View: 1992
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This textbook covers the fundamentals of optimization, including linear, mixed-integer linear, nonlinear, and dynamic optimization techniques, with a clear engineering focus. It carefully describes classical optimization models and algorithms using an engineering problem-solving perspective, and emphasizes modeling issues using many real-world examples related to a variety of application areas. Providing an appropriate blend of practical applications and optimization theory makes the text useful to both practitioners and students, and gives the reader a good sense of the power of optimization and the potential difficulties in applying optimization to modeling real-world systems. The book is intended for undergraduate and graduate-level teaching in industrial engineering and other engineering specialties. It is also of use to industry practitioners, due to the inclusion of real-world applications, opening the door to advanced courses on both modeling and algorithm development within the industrial engineering and operations research fields.

Revenue Management With Flexible Products

Author: Michael Müller-Bungart
Publisher: Springer Science & Business Media
ISBN: 3540723161
Size: 14.49 MB
Format: PDF, ePub
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This book analyzes revenue management (RM) problems with flexible products and RM in broadcasting companies. It presents models and methods that explicitly take the implications of flexibility into account. In addition, it contains descriptions of algorithms to generate stochastic demand data streams for general RM problems. To help readers with their own simulation studies, it provides an implementation as a Microsoft Windows executable file.

Partielle Differentialgleichungen

Author: Walter A. Strauss
Publisher: Springer-Verlag
ISBN: 366312486X
Size: 56.12 MB
Format: PDF
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Dieses Buch ist eine umfassende Einführung in die klassischen Lösungsmethoden partieller Differentialgleichungen. Es wendet sich an Leser mit Kenntnissen aus einem viersemestrigen Grundstudium der Mathematik (und Physik) und legt seinen Schwerpunkt auf die explizite Darstellung der Lösungen. Es ist deshalb besonders auch für Anwender (Physiker, Ingenieure) sowie für Nichtspezialisten, die die Methoden der mathematischen Physik kennenlernen wollen, interessant. Durch die große Anzahl von Beispielen und Übungsaufgaben eignet es sich gut zum Gebrauch neben Vorlesungen sowie zum Selbststudium.

Iaai 06

Author: American Association for Artificial Intelligence
Publisher: Amer Assn for Artificial
ISBN: 9781577352815
Size: 53.90 MB
Format: PDF, Kindle
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Ieee International Conference On Computer Vision

Author: IEEE Computer Society. Technical Committee on Pattern Analysis and Machine Intelligence
Publisher: I E E E
ISBN: 9780769523347
Size: 65.87 MB
Format: PDF, Docs
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The ICCV 2005 proceedings explores subjects such as active and real-time vision, PDEs in vision, color, illumination and texture, vision-based graphics, early vision and image representation, image databases, indexing and retrieval, and learning in vision. It also covers model acquisition and validation, depth recovery and analysis, tracking and surveillance, object, event, and scene recognition, and segmentation and grouping.