Optimization And Decision Support Design Guide Using Ibm Ilog Optimization Decision Manager

Author : Axel Buecker,Yana Ageeva,Veronique Blanchard,Dr. Jeremy Bloom,Dr. Mehmet F. Candas,Joao Chaves,Guang Feng,Abhishek Raman,Dr. Hans Schlenker,IBM Redbooks
Publisher : IBM Redbooks
Page : 368 pages
File Size : 43,8 Mb
Release : 2012-10-10
Category : Computers
ISBN : 9780738437361

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Optimization and Decision Support Design Guide: Using IBM ILOG Optimization Decision Manager by Axel Buecker,Yana Ageeva,Veronique Blanchard,Dr. Jeremy Bloom,Dr. Mehmet F. Candas,Joao Chaves,Guang Feng,Abhishek Raman,Dr. Hans Schlenker,IBM Redbooks Pdf

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.

Author : Axel Buecker
Publisher : Unknown
Page : 344 pages
File Size : 46,9 Mb
Release : 2012
Category : Decision support systems
ISBN : OCLC:825820956

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Optimization and Decision Support Design Guide by Axel Buecker Pdf

Author : Stefan Nickel,Claudius Steinhardt,Hans Schlenker,Wolfgang Burkart
Publisher : Springer Nature
Page : 279 pages
File Size : 49,6 Mb
Release : 2022-08-01
Category : Business & Economics
ISBN : 9783662654811

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Decision Optimization with IBM ILOG CPLEX Optimization Studio by Stefan Nickel,Claudius Steinhardt,Hans Schlenker,Wolfgang Burkart Pdf

This textbook offers a comprehensive, up-to-date introduction to the Optimization Programming Language (OPL). Embedded in the IBM ILOG CPLEX Optimization Studio with its solver engine CPLEX, OPL has been popular for years not only for academic and scientific purposes, but also among practitioners who need to model and solve large-scale real-world business optimization problems. The book covers the recent features of the software and includes ten consecutive tutorials, each with additional exercises, as well as several comprehensive application studies. The book is specifically designed for advanced undergraduate and graduate courses in e.g. management science, operations research, computer science, mathematics, mathematical economics, and industrial engineering. It can also serve as self-study material for practitioners whose work involves the modeling and optimization of planning and decision problems and who need a sound introduction to the software. Solutions to the exercises as well as the source codes from the textbook are available for download (weblink included).

Author : Miriam O'Callaghan
Publisher : CRC Press
Page : 280 pages
File Size : 43,8 Mb
Release : 2023-04-26
Category : Business & Economics
ISBN : 9781000880021

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Decision Intelligence by Miriam O'Callaghan Pdf

Revealing the limitations of human decision-making, this book explores how Artificial Intelligence (AI) can be used to optimize decisions for improved business outcomes and efficiency, as well as looking ahead to the significant contributions Decision Intelligence (DI) can make to society and the ethical challenges it may raise. From the theories and concepts used to design autonomous intelligent agents to the technologies that power DI systems and the ways in which companies use decision-making building blocks to build DI solutions that enable businesses to democratize AI, this book presents an impressive framework to integrate artificial and human intelligence for the success of different types of business decisions. Replete with case studies on DI applications, as well as wider discussions on the social implications of the technology, Decision Intelligence: Human–Machine Integration for Decision Making appeals to both students of AI and data sciences and businesses considering DI adoption.

Author : Stefan Nickel,Claudius Steinhardt,Hans Schlenker,Wolfgang Burkart
Publisher : Springer
Page : 0 pages
File Size : 52,8 Mb
Release : 2022-09-02
Category : Business & Economics
ISBN : 3662654806

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Decision Optimization with IBM ILOG CPLEX Optimization Studio by Stefan Nickel,Claudius Steinhardt,Hans Schlenker,Wolfgang Burkart Pdf

This textbook offers a comprehensive, up-to-date introduction to the Optimization Programming Language (OPL). Embedded in the IBM ILOG CPLEX Optimization Studio with its solver engine CPLEX, OPL has been popular for years not only for academic and scientific purposes, but also among practitioners who need to model and solve large-scale real-world business optimization problems. The book covers the recent features of the software and includes ten consecutive tutorials, each with additional exercises, as well as several comprehensive application studies. The book is specifically designed for advanced undergraduate and graduate courses in e.g. management science, operations research, computer science, mathematics, mathematical economics, and industrial engineering. It can also serve as self-study material for practitioners whose work involves the modeling and optimization of planning and decision problems and who need a sound introduction to the software. Solutions to the exercises as well as the source codes from the textbook are available for download (weblink included).

Author : Whei-Jen Chen,Rajeev Kamath,Alexander Kelly,Hector H. Diaz Lopez,Matthew Roberts,Yee Pin Yheng,IBM Redbooks
Publisher : IBM Redbooks
Page : 258 pages
File Size : 44,6 Mb
Release : 2015-12-03
Category : Computers
ISBN : 9780738441184

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Systems of Insight for Digital Transformation: Using IBM Operational Decision Manager Advanced and Predictive Analytics by Whei-Jen Chen,Rajeev Kamath,Alexander Kelly,Hector H. Diaz Lopez,Matthew Roberts,Yee Pin Yheng,IBM Redbooks Pdf

Systems of record (SORs) are engines that generates value for your business. Systems of engagement (SOE) are always evolving and generating new customer-centric experiences and new opportunities to capitalize on the value in the systems of record. The highest value is gained when systems of record and systems of engagement are brought together to deliver insight. Systems of insight (SOI) monitor and analyze what is going on with various behaviors in the systems of engagement and information being stored or transacted in the systems of record. SOIs seek new opportunities, risks, and operational behavior that needs to be reported or have action taken to optimize business outcomes. Systems of insight are at the core of the Digital Experience, which tries to derive insights from the enormous amount of data generated by automated processes and customer interactions. Systems of Insight can also provide the ability to apply analytics and rules to real-time data as it flows within, throughout, and beyond the enterprise (applications, databases, mobile, social, Internet of Things) to gain the wanted insight. Deriving this insight is a key step toward being able to make the best decisions and take the most appropriate actions. Examples of such actions are to improve the number of satisfied clients, identify clients at risk of leaving and incentivize them to stay loyal, identify patterns of risk or fraudulent behavior and take action to minimize it as early as possible, and detect patterns of behavior in operational systems and transportation that lead to failures, delays, and maintenance and take early action to minimize risks and costs. IBM® Operational Decision Manager is a decision management platform that provides capabilities that support both event-driven insight patterns, and business-rule-driven scenarios. It also can easily be used in combination with other IBM Analytics solutions, as the detailed examples will show. IBM Operational Decision Manager Advanced, along with complementary IBM software offerings that also provide capability for systems of insight, provides a way to deliver the greatest value to your customers and your business. IBM Operational Decision Manager Advanced brings together data from different sources to recognize meaningful trends and patterns. It empowers business users to define, manage, and automate repeatable operational decisions. As a result, organizations can create and shape customer-centric business moments. This IBM Redbooks® publication explains the key concepts of systems of insight and how to implement a system of insight solution with examples. It is intended for IT architects and professionals who are responsible for implementing a systems of insights solution requiring event-based context pattern detection and deterministic decision services to enhance other analytics solution components with IBM Operational Decision Manager Advanced.

Author : David Granshaw,Daniel McGinnes,Pierre-Andre Paumelle,IBM Redbooks
Publisher : IBM Redbooks
Page : 128 pages
File Size : 54,7 Mb
Release : 2013-01-29
Category : Computers
ISBN : 9780738450889

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IBM Operational Decision Management V8.0 Performance Tuning Guide by David Granshaw,Daniel McGinnes,Pierre-Andre Paumelle,IBM Redbooks Pdf

IBM® Operational Decision Management (ODM) is a family of products used by IT and business users to create and manage business decision logic throughout their organization. This IBM RedpaperTM publication offers advice on all aspects of performance, including hardware, architecture, authoring, quality of service, monitoring, and tuning. The advice is based upon preferred practices and experience gained from real customer situations. This paper is aimed at a wide ODM audience, including IBM employees and customers, and provides useful information to both new and experienced users. Although the product family is known as IBM WebSphere® Operational Decision Management (WODM), at V8.0, with V8.0.1 the the name is now simply IBM Operational Decision Manager (ODM). The performance information in this paper is based on V8.0 of this product family and differences introduced with V8.0.1 are pointed out.

Author : Vyacheslav Zheltonogov,J. Wood,Philipp Schume,Magnus Borgenstrand,Nakul Bharade,Ali Arsanjani
Publisher : Unknown
Page : 272 pages
File Size : 44,6 Mb
Release : 2015
Category : Data mining
ISBN : OCLC:1105778861

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Business Process Management Design Guide by Vyacheslav Zheltonogov,J. Wood,Philipp Schume,Magnus Borgenstrand,Nakul Bharade,Ali Arsanjani Pdf

IBM® Business Process Manager (IBM BPM) is a comprehensive business process management (BPM) suite that provides visibility and management of your business processes. IBM BPM supports the whole BPM lifecycle approach: Discover and document Plan Implement Deploy Manage Optimize Process owners and business owners can use this solution to engage directly in the improvement of their business processes. IBM BPM excels in integrating role-based process design, and provides a social BPM experience. It enables asset sharing and creating versions through its Process Center. The Process Center acts as a unified repository, making it possible to manage changes to the business processes with confidence. IBM BPM supports a wide range of standards for process modeling and exchange. Built-in analytics and search capabilities help to further improve and optimize the business processes. This IBM Redbooks® publication provides valuable information for project teams and business people that are involved in projects using IBM BPM. It describes the important design decisions that you face as a team. These decisions invariably have an effect on the success of your project. These decisions range from the more business-centric decisions, such as which should be your first process, to the more technical decisions, such as solution analysis and architectural considerations.

Author : James Taylor
Publisher : Pearson Education
Page : 313 pages
File Size : 44,7 Mb
Release : 2011-10-13
Category : Business & Economics
ISBN : 9780132884440

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Decision Management Systems by James Taylor Pdf

"A very rich book sprinkled with real-life examples as well as battle-tested advice.” —Pierre Haren, VP ILOG, IBM "James does a thorough job of explaining Decision Management Systems as enablers of a formidable business transformation.” —Deepak Advani, Vice President, Business Analytics Products and SPSS, IBM Build Systems That Work Actively to Help You Maximize Growth and Profits Most companies rely on operational systems that are largely passive. But what if you could make your systems active participants in optimizing your business? What if your systems could act intelligently on their own? Learn, not just report? Empower users to take action instead of simply escalating their problems? Evolve without massive IT investments? Decision Management Systems can do all that and more. In this book, the field’s leading expert demonstrates how to use them to drive unprecedented levels of business value. James Taylor shows how to integrate operational and analytic technologies to create systems that are more agile, more analytic, and more adaptive. Through actual case studies, you’ll learn how to combine technologies such as predictive analytics, optimization, and business rules—improving customer service, reducing fraud, managing risk, increasing agility, and driving growth. Both a practical how-to guide and a framework for planning, Decision Management Systems focuses on mainstream business challenges. Coverage includes Understanding how Decision Management Systems can transform your business Planning your systems “with the decision in mind” Identifying, modeling, and prioritizing the decisions you need to optimize Designing and implementing robust decision services Monitoring your ongoing decision-making and learning how to improve it Proven enablers of effective Decision Management Systems: people, process, and technology Identifying and overcoming obstacles that can derail your Decision Management Systems initiative

Author : Institute for Operations Research and the Management Sciences. National Meeting
Publisher : Unknown
Page : 480 pages
File Size : 53,8 Mb
Release : 2008
Category : Industrial management
ISBN : CORNELL:31924083389233

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INFORMS Annual Meeting by Institute for Operations Research and the Management Sciences. National Meeting Pdf

Author : Ahmed Abdel-Gayed,Kulvir Singh Bhogal,Don Carr,Richard Davies,Aditya P Dutta,Marcelo Correia Lima,Agueda Martinez Hernandez Magro,Yuka Musashi,Michael Norris,Felix Pistorius,Martin Keen,IBM Redbooks
Publisher : IBM Redbooks
Page : 318 pages
File Size : 55,9 Mb
Release : 2012-10-12
Category : Computers
ISBN : 9780738437385

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Implementing an Advanced Application Using Processes, Rules, Events, and Reports by Ahmed Abdel-Gayed,Kulvir Singh Bhogal,Don Carr,Richard Davies,Aditya P Dutta,Marcelo Correia Lima,Agueda Martinez Hernandez Magro,Yuka Musashi,Michael Norris,Felix Pistorius,Martin Keen,IBM Redbooks Pdf

In this IBM® Redbooks® publication we describe how to build an advanced business application from end to end. We use a fictional scenario to define the application, document the deployment methodology, and confirm the roles needed to support its development and deployment. Through step-by-step instructions you learn how to: - Define the project lifecycle using IBM Solution for Collaborative Lifecycle Management - Build a logical and physical data model in IBM InfoSphere® Data Architect - Confirm business rules and business events using IBM WebSphere® Operational Decision Management - Map a business process and mediation using IBM Business Process Manager - Use IBM Cognos® Business Intelligence to develop business insight In addition, we articulate a testing strategy using IBM Rational® Quality Manager and deployment options using IBM Workload Deployer. Taken together, this book provides comprehensive guidance for building and testing a solution using core IBM Rational, Information Management, WebSphere, Cognos and Business Process Management software. It seeks to demystify the notion that developing and deploying advanced solutions is taxing. This book will appeal to IT architects and specialists who seek straightforward guidance on how to build comprehensive solutions. They will be able to adapt these materials to kick-start their own end-to-end projects.

Author : Fiona Crowther,Deepak Kohli,Axel Buecker,IBM Redbooks
Publisher : IBM Redbooks
Page : 96 pages
File Size : 48,6 Mb
Release : 2013-06-06
Category : Computers
ISBN : 9780738451008

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Using IBM Operational Decision Manager: IMS COBOL BMP, COBOL DLIBATCH, and COBOL MPP by Fiona Crowther,Deepak Kohli,Axel Buecker,IBM Redbooks Pdf

IBM® Operational Decision Manager (ODM) is an implementation of a Business Rule Management System (BRMS). It enables you to create, manage, test, and govern business rules and events. You can store these in a central repository where multiple individuals and software products can access them. IBM ODM Version 8.0 provides support for IBM® IMSTM COBOL programs. This IBM RedpaperTM publication walks you through a step-by-step approach for using IBM ODM for rules management from an IMS COBOL MPP, BMP, or DL/IBATCH program.

Author : Michael Watson,Sara Lewis,Peter Cacioppi,Jay Jayaraman
Publisher : FT Press
Page : 320 pages
File Size : 43,8 Mb
Release : 2012-08-20
Category : Business & Economics
ISBN : 9780133017298

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Supply Chain Network Design by Michael Watson,Sara Lewis,Peter Cacioppi,Jay Jayaraman Pdf

Using strategic supply chain network design, companies can achieve dramatic savings from their supply chains. Now, experts at IBM and Northwestern University have brought together both the rigorous principles and the practical applications you need to master. You’ll learn how to use supply chain network design to select the right number, location, territory, and size of warehouses, plants, and production lines; and optimize the flow of all products through your supply chain even if extends around the globe. The authors present better ways to decide what to manufacture internally, where to make these products, which products to outsource, and which suppliers to use. They guide you in more effectively managing tradeoffs such as cost vs. service level, improving operational decision-making by integrating analytics throughout supply chain management; and re-optimizing regularly for even greater savings. Supply Chain Network Design combines best practices, the latest methods in optimization and analytics, and cutting-edge case studies: everything you need to maximize the value of supply chain network design. For all supply chain executives, managers, strategists, and analysts; and for all students, instructors, and researchers in advanced supply chain management and/or logistics courses.

Author : Johannes Bisschop
Publisher : Lulu.com
Page : 318 pages
File Size : 53,5 Mb
Release : 2006
Category : Computers
ISBN : 9781847539120

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Aimms Optimization Modeling by Johannes Bisschop Pdf

The AIMMS Optimization Modeling book provides not only an introduction to modeling but also a suite of worked examples. It is aimed at users who are new to modeling and those who have limited modeling experience. Both the basic concepts of optimization modeling and more advanced modeling techniques are discussed. The Optimization Modeling book is AIMMS version independent.

Author : Anonim
Publisher : Unknown
Page : 920 pages
File Size : 47,5 Mb
Release : 2000
Category : Management science
ISBN : IND:30000120307263

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OR/MS Today by Anonim Pdf