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Optimization and Decision Support Design Guide: Using IBM ILOG Optimization Decision Manager

Author : Axel Buecker
Publisher : IBM Redbooks
Page : 368 pages
File Size : 21,55 MB
Release : 2012-10-10
Category : Computers
ISBN : 0738437360

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Today many organizations face challenges when developing a realistic plan or schedule that provides the best possible balance between customer service and revenue goals. Optimization technology has long been used to find the best solutions to complex planning and scheduling problems. A decision-support environment that enables the flexible exploration of all the trade-offs and sensitivities needs to provide the following capabilities: Flexibility to develop and compare realistic planning and scheduling scenarios Quality sensitivity analysis and explanations Collaborative planning and scenario sharing Decision recommendations This IBM® Redbooks® publication introduces you to the IBM ILOG® Optimization Decision Manager (ODM) Enterprise. This decision-support application provides the capabilities you need to take full advantage of optimization technology. Applications built with IBM ILOG ODM Enterprise can help users create, compare, and understand planning or scheduling scenarios. They can also adjust any of the model inputs or goals, and fully understanding the binding constraints, trade-offs, sensitivities, and business options. This book enables business analysts, architects, and administrators to design and use their own operational decision management solution.

Optimization for Decision Making

Author : Katta G. Murty
Publisher : Springer Science & Business Media
Page : 502 pages
File Size : 30,85 MB
Release : 2010-03-14
Category : Mathematics
ISBN : 1441912916

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Linear programming (LP), modeling, and optimization are very much the fundamentals of OR, and no academic program is complete without them. No matter how highly developed one’s LP skills are, however, if a fine appreciation for modeling isn’t developed to make the best use of those skills, then the truly ‘best solutions’ are often not realized, and efforts go wasted. Katta Murty studied LP with George Dantzig, the father of linear programming, and has written the graduate-level solution to that problem. While maintaining the rigorous LP instruction required, Murty's new book is unique in his focus on developing modeling skills to support valid decision making for complex real world problems. He describes the approach as 'intelligent modeling and decision making' to emphasize the importance of employing the best expression of actual problems and then applying the most computationally effective and efficient solution technique for that model.

Multicriteria Optimization

Author : Matthias Ehrgott
Publisher : Springer Science & Business Media
Page : 329 pages
File Size : 20,25 MB
Release : 2006-01-16
Category : Business & Economics
ISBN : 3540276599

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- Collection of results of multicriteria optimization, including nonlinear, linear and combinatorial optimization problems - Includes numerous illustrations, examples and problems

Multiobjective Decision Making

Author : Vira Chankong
Publisher : Courier Dover Publications
Page : 430 pages
File Size : 11,28 MB
Release : 2008-02-04
Category : Technology & Engineering
ISBN : 0486462897

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This first-rate text explores the theory and methodology of systems engineering in evaluating alternative courses of action and associated decision-making policies. It treats criteria as multidimensional, rather than scalar, in the development of normative theories. These contribute to a behavioral theory of decision making and provide guidance for exercising judgment. An introductory discussion of the systemic approach to judgment and decision is followed by explorations of psychological value measurements, utility, classical decision analysis, and vector optimization theory. The second section chiefly deals with methods of assessing and evaluating alternatives, including both noninteractive and interactive methods. A taxonomy and a comparative evaluation of methods conclude the text.

Opportunities in Neuroscience for Future Army Applications

Author : National Research Council
Publisher : National Academies Press
Page : 136 pages
File Size : 32,46 MB
Release : 2009-07-16
Category : Social Science
ISBN : 0309127408

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Advances and major investments in the field of neuroscience can enhance traditional behavioral science approaches to training, learning, and other applications of value to the Army. Neural-behavioral indicators offer new ways to evaluate how well an individual trainee has assimilated mission critical knowledge and skills, and can also be used to provide feedback on the readiness of soldiers for combat. Current methods for matching individual capabilities with the requirements for performing high-value Army assignments do not include neuropsychological, psychophysiological, neurochemical or neurogenetic components; simple neuropsychological testing could greatly improve training success rates for these assignments. Opportunities in Neuroscience for Future Army Applications makes 17 recommendations that focus on utilizing current scientific research and development initiatives to improve performance and efficiency, collaborating with pharmaceutical companies to employ neuropharmaceuticals for general sustainment or enhancement of soldier performance, and improving cognitive and behavioral performance using interdisciplinary approaches and technological investments. An essential guide for the Army, this book will also be of interest to other branches of military, national security and intelligence agencies, academic and commercial researchers, pharmaceutical companies, and others interested in applying the rapid advances in neuroscience to the performance of individual and group tasks.

Optimisation Models and Methods in Energy Systems

Author : Carlos Henggeler Antunes
Publisher : MDPI
Page : 194 pages
File Size : 25,91 MB
Release : 2019-08-06
Category : Technology & Engineering
ISBN : 3039211188

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This book is a printed edition of the Special Issue Optimisation Models and Methods in Energy Systems that was published in Energies

A Tool for Design Decision Making

Author : Shady Attia
Publisher : Presses univ. de Louvain
Page : 299 pages
File Size : 36,95 MB
Release : 2012-05
Category : Architecture
ISBN : 2875580590

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This thesis investigates the use of building performance simulation tools as a method of informing the design decision of Net Zero Energy Buildings (NZEBs).

Business Intelligence

Author : Carlo Vercellis
Publisher : John Wiley & Sons
Page : 314 pages
File Size : 50,55 MB
Release : 2011-08-10
Category : Mathematics
ISBN : 1119965470

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Business intelligence is a broad category of applications and technologies for gathering, providing access to, and analyzing data for the purpose of helping enterprise users make better business decisions. The term implies having a comprehensive knowledge of all factors that affect a business, such as customers, competitors, business partners, economic environment, and internal operations, therefore enabling optimal decisions to be made. Business Intelligence provides readers with an introduction and practical guide to the mathematical models and analysis methodologies vital to business intelligence. This book: Combines detailed coverage with a practical guide to the mathematical models and analysis methodologies of business intelligence. Covers all the hot topics such as data warehousing, data mining and its applications, machine learning, classification, supply optimization models, decision support systems, and analytical methods for performance evaluation. Is made accessible to readers through the careful definition and introduction of each concept, followed by the extensive use of examples and numerous real-life case studies. Explains how to utilise mathematical models and analysis models to make effective and good quality business decisions. This book is aimed at postgraduate students following data analysis and data mining courses. Researchers looking for a systematic and broad coverage of topics in operations research and mathematical models for decision-making will find this an invaluable guide.

The Strategic Procurement Practice Guide

Author : Ulrich Weigel
Publisher : Springer
Page : 215 pages
File Size : 21,32 MB
Release : 2017-06-22
Category : Business & Economics
ISBN : 3319576518

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This practice guide on procurement strategy brings together methods and tools used by global purchasers across different industries. The authors lay major focus on the themes of global sourcing, risk management, and the dynamic topic of negotiation strategy. The authors present their perspectives on all important questions of strategic procurement such as: how to manage a heterogeneous supplier structure across different branches and how to deal with partners from diverse cultures? How to solve procurement crisis and proactively avoid them? How does off-shore team management work and how to increase the value-add for both internal and external purchasing? These themes are discussed along with numerous practice-based cases. The authors lay an ideal ground for global purchasers to help with their strategic and operational needs, including technological topics such as e-procurement.