Goal Programming for Decision Analysis

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Author :
Publisher : Auerbach Publications
ISBN 13 :
Total Pages : 424 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Goal Programming for Decision Analysis by : Sang M. Lee

Download or read book Goal Programming for Decision Analysis written by Sang M. Lee and published by Auerbach Publications. This book was released on 1972 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: Textbook on 'goal programming', presenting a management technique for computer-aided decision making - covers theoretical and methodologycal aspects, practical applications, etc., and comments on some relevant aspects of linear programming. Diagrams, flow charts, and references.

Handbook of Critical Issues in Goal Programming

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Publisher : Elsevier
ISBN 13 : 1483295117
Total Pages : 137 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Handbook of Critical Issues in Goal Programming by : C. Romero

Download or read book Handbook of Critical Issues in Goal Programming written by C. Romero and published by Elsevier. This book was released on 2014-06-28 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Goal Programming (GP) is perhaps the oldest and most widely used approach within the Multiple Criteria Decision Making (MCDM) paradigm. GP combines the logic of optimisation in mathematical programming with the decision maker's desire to satisfy several goals. The primary purpose of this book is to identify the critical issues in GP and to demonstrate different procedures capable of avoiding or mitigating the inherent pitfalls associated with these issues. The outcome of a search of the literature shows many instances where GP models produced misleading or even erroneous results simply because of a careless formulation of the problem. Rather than being in itself a textbook, Critical Issues in Goal Programming is designed to complement existing textbooks. It will be useful to students and researchers with a basic knowledge of GP as well as to those interested in building GP models which analyse real decision problems.

Goal Programming: Methodology and Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 1461522293
Total Pages : 230 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Goal Programming: Methodology and Applications by : Marc Schniederjans

Download or read book Goal Programming: Methodology and Applications written by Marc Schniederjans and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: Goal Programming Applications in Accounting 74 Goal Programming Applications in Agriculture 76 Goal Programming Applications in Economics 78 Goal Programming Applications in Engineering 79 Goal Programming Applications in Finance 80 Goal Programming Applications in Government 83 Goal Programming Applications in an International Context 88 Goal Programming Applications in Management 90 Goal Programming Applications in Marketing 97 Summary 98 CHAPTER 5. FUTURE TRENDS IN GOAL PROORAMMING 101 GP is Positioned for Growth 101 Shifting the Life Cycle of GP Research to Growth 103 Summary 107 Reference 108 APPENDIX A TEXTBOOKS, READINGS BOOKS AND MONOORAPHS ON GOAL PROORAMMING 109 APPENDIX B. JOURNAL RESEARCH PUBLICATIONS ON GOAL PROORAMMING 113 INDEX 213 viii LIST OF FIGURES Figure 1-1. Summary Relationship of GP with MS/OR and MCDM Figure 1-2. Frequency Distribution for GP Journal Publications Figure 1-3. Life Cycle ofGP Research Figure 2-1. Set of GP Efficient Solutions Figure 5-1. Life Cycle of GP Research ix LIST OF TABLES Table 1-1. MS/OR Topics and Their Related GP Topics Table 1-2. MCDM Subareas and Their Related GP Topics Table 1-3. Frequency Listing ofGP Journal Publications and Book Titles Table 2-1. Solutions for a Dominated GP Problem Table 2-2. Conversion ofLP Constraints to Goal Constraints Table 2-3. GP Citations on Dominance, Inferiority and Inefficiency Table 2-4. GP Citations on Relative Weighting, Prioritization and Incommensurability Table 2-5. MS/OR Topics and Their Related GP Topics Table 3-1. Citations on WeightedlPreemptive GP Methodology Table 3-2. Citations on Pure/Mixed Integer GP Methodology Table 3-3.

Goal Programming and Extensions

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Publisher :
ISBN 13 :
Total Pages : 296 pages
Book Rating : 4.3/5 (97 download)

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Book Synopsis Goal Programming and Extensions by : James P. Ignizio

Download or read book Goal Programming and Extensions written by James P. Ignizio and published by . This book was released on 1976 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:

An Interactive Computer Model for Decision Analysis Using the Linear Goal Programming Technique

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Publisher :
ISBN 13 :
Total Pages : 56 pages
Book Rating : 4.:/5 (927 download)

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Book Synopsis An Interactive Computer Model for Decision Analysis Using the Linear Goal Programming Technique by : Colin Stewart Miller

Download or read book An Interactive Computer Model for Decision Analysis Using the Linear Goal Programming Technique written by Colin Stewart Miller and published by . This book was released on 1982 with total page 56 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Multi-Objective Programming and Goal Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 3642875610
Total Pages : 365 pages
Book Rating : 4.6/5 (428 download)

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Book Synopsis Multi-Objective Programming and Goal Programming by : Mehrdad Tamiz

Download or read book Multi-Objective Programming and Goal Programming written by Mehrdad Tamiz and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most real-life problems involve making decisions to optimally achieve a number of criteria while satisfying some hard or soft constraints. In this book several methods for solving such problems are presented by the leading experts in the area. The book also contains a number of very interesting application papers which demonstrate theoretical modelling, analysing and solution of real-life problems.

Multiple Objective and Goal Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 3790818127
Total Pages : 437 pages
Book Rating : 4.7/5 (98 download)

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Book Synopsis Multiple Objective and Goal Programming by : Tadeusz Trzaskalik

Download or read book Multiple Objective and Goal Programming written by Tadeusz Trzaskalik and published by Springer Science & Business Media. This book was released on 2013-06-05 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is dedicated to multi-objective methods in decision making. The first part which is devoted to theoretical aspects, covers a broad range of multi-objective methods such as multiple linear programming, vector optimisation, fuzzy goal programming, data envelopment analysis, game theory, and dynamic programming. The reader who is interested in practical applications, will find in the remaining parts a variety of approaches applied in numerous fields including production planning, logistics, marketing, and finance.

Practical Goal Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 1441957715
Total Pages : 180 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Practical Goal Programming by : Dylan Jones

Download or read book Practical Goal Programming written by Dylan Jones and published by Springer Science & Business Media. This book was released on 2010-03-10 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: Practical Goal Programming is intended to allow academics and practitioners to be able to build effective goal programming models, to detail the current state of the art, and to lay the foundation for its future development and continued application to new and varied fields. Suitable as both a text and reference, its nine chapters first provide a brief history, fundamental definitions, and underlying philosophies, and then detail the goal programming variants and define them algebraically. Chapter 3 details the step-by-step formulation of the basic goal programming model, and Chapter 4 explores more advanced modeling issues and highlights some recently proposed extensions. Chapter 5 then details the solution methodologies of goal programming, concentrating on computerized solution by the Excel Solver and LINGO packages for each of the three main variants, and includes a discussion of the viability of the use of specialized goal programming packages. Chapter 6 discusses the linkages between Pareto Efficiency and goal programming. Chapters 3 to 6 are supported by a set of ten exercises, and an Excel spreadsheet giving the basic solution of each example is available at an accompanying website. Chapter 7 details the current state of the art in terms of the integration of goal programming with other techniques, and the text concludes with two case studies which were chosen to demonstrate the application of goal programming in practice and to illustrate the principles developed in Chapters 1 to 7. Chapter 8 details an application in healthcare, and Chapter 9 describes applications in portfolio selection.

Introduction to Linear Goal Programming

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Publisher : SAGE Publications, Incorporated
ISBN 13 : 9780803925649
Total Pages : 96 pages
Book Rating : 4.9/5 (256 download)

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Book Synopsis Introduction to Linear Goal Programming by : James P. Ignizio

Download or read book Introduction to Linear Goal Programming written by James P. Ignizio and published by SAGE Publications, Incorporated. This book was released on 1985-11-01 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: Goal programming is one of the most widely used methodologies in operations research and management science, and encompasses most classes of multiple objective programming models. Ignizio provides a concise and lucid overview of (a) the linear goal programming model, (b) a computationally efficient algorithm for solution, (c) duality and sensitivity analysis and (d) extensions of the methodology to integer as well as non-linear models.

Multiple Criteria Decision Aid

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Publisher : Springer
ISBN 13 : 3319916483
Total Pages : 173 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Multiple Criteria Decision Aid by : Jason Papathanasiou

Download or read book Multiple Criteria Decision Aid written by Jason Papathanasiou and published by Springer. This book was released on 2018-09-19 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multiple criteria decision aid (MCDA) methods are illustrated in this book through theoretical and computational techniques utilizing Python. Existing methods are presented in detail with a step by step learning approach. Theoretical background is given for TOPSIS, VIKOR, PROMETHEE, SIR, AHP, goal programming, and their variations. Comprehensive numerical examples are also discussed for each method in conjunction with easy to follow Python code. Extensions to multiple criteria decision making algorithms such as fuzzy number theory and group decision making are introduced and implemented through Python as well. Readers will learn how to implement and use each method based on the problem, the available data, the stakeholders involved, and the various requirements needed. Focusing on the practical aspects of the multiple criteria decision making methodologies, this book is designed for researchers, practitioners and advanced graduate students in the applied mathematics, information systems, operations research and business administration disciplines, as well as other engineers and scientists oriented in interdisciplinary research. Readers will greatly benefit from this book by learning and applying various MCDM/A methods. (Adiel Teixeira de Almeida, CDSID-Center for Decision System and Information Development, Universidade Federal de Pernambuco, Recife, Brazil) Promoting the development and application of multicriteria decision aid is essential to ensure more ethical and sustainable decisions. This book is a great contribution to this objective. It is a perfect blend of theory and practice, providing potential users and researchers with the theoretical bases of some of the best-known methods as well as with the computing tools needed to practice, to compare and to put these methods to use. (Jean-Pierre Brans, Vrije Universiteit Brussel, Brussels, Belgium) This book is intended for researchers, practitioners and students alike in decision support who wish to familiarize themselves quickly and efficiently with multicriteria decision aiding algorithms. The proposed approach is original, as it presents a selection of methods from the theory to the practical implementation in Python, including a detailed example. This will certainly facilitate the learning of these techniques, and contribute to their effective dissemination in applications. (Patrick Meyer, IMT Atlantique, Lab-STICC, Univ. Bretagne Loire, Brest, France)

Multiple Criteria Decision Making Theory and Application

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Publisher : Springer Science & Business Media
ISBN 13 : 3642487823
Total Pages : 590 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Multiple Criteria Decision Making Theory and Application by : G. Fandel

Download or read book Multiple Criteria Decision Making Theory and Application written by G. Fandel and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: He consider a cone dominance problem: given a "preference" cone lP and a set n X ~ R of available, or feasible, alternatives, the problem is to identify the non dominated elements of X. The nonzero elements of lP are assumed to model the do- nance structure of the problem so that y s X dominates x s X if Y = x + P for some nonzero p S lP. Consequently, x S X is nondominated if, and only if, ({x} + lP) n X = {x} (1.1) He will also refer to nondominated points as efficient points (in X with respect to lP) and we will let EF(XJP) denote the set of such efficient points. This cone dominance problem draws its roots from two separate, but related, ori gins. The first of these is multi-attribute decision making in which the elements of the set X are endowed with various attributes, each to be maximized or minimized.

Multi-Objective Programming and Goal Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 3540365109
Total Pages : 435 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Multi-Objective Programming and Goal Programming by : Tetsuzo Tanino

Download or read book Multi-Objective Programming and Goal Programming written by Tetsuzo Tanino and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the Fifth International Conference on Multi-Objective Programming and Goal Programming: Theory & Appli cations (MOPGP'02) held in Nara, Japan on June 4-7, 2002. Eighty-two people from 16 countries attended the conference and 78 papers (including 9 plenary talks) were presented. MOPGP is an international conference within which researchers and prac titioners can meet and learn from each other about the recent development in multi-objective programming and goal programming. The participants are from different disciplines such as Optimization, Operations Research, Math ematical Programming and Multi-Criteria Decision Aid, whose common in terest is in multi-objective analysis. The first MOPGP Conference was held at Portsmouth, United Kingdom, in 1994. The subsequent conferenes were held at Torremolinos, Spain in 1996, at Quebec City, Canada in 1998, and at Katowice, Poland in 2000. The fifth conference was held at Nara, which was the capital of Japan for more than seventy years in the eighth century. During this Nara period the basis of Japanese society, or culture established itself. Nara is a beautiful place and has a number of historic monuments in the World Heritage List. The members of the International Committee of MOPGP'02 were Dylan Jones, Pekka Korhonen, Carlos Romero, Ralph Steuer and Mehrdad Tamiz.

New Developments in Multiple Objective and Goal Programming

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Publisher : Springer Science & Business Media
ISBN 13 : 3642103545
Total Pages : 167 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis New Developments in Multiple Objective and Goal Programming by : Dylan Jones

Download or read book New Developments in Multiple Objective and Goal Programming written by Dylan Jones and published by Springer Science & Business Media. This book was released on 2010-03-17 with total page 167 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume shows the state-of-the-art in both theoretical development and application of multiple objective and goal programming. Applications from the fields of supply chain management, financial portfolio selection, financial risk management, insurance, medical imaging, sustainability, nurse scheduling, project management, water resource management, and the interface with data envelopment analysis give a good reflection of current usage. A pleasing variety of techniques are used including models with fuzzy, group-decision, stochastic, interactive, and binary aspects. Additionally, two papers from the upcoming area of multi-objective evolutionary algorithms are included. The book is based on the papers of the 8th International Conference on Multi-Objective and Goal Programming (MOPGP08) which was held in Portsmouth, UK, in September 2008.

Multi-criteria Decision Analysis

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Publisher : John Wiley & Sons
ISBN 13 : 1118644913
Total Pages : 260 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Multi-criteria Decision Analysis by : Alessio Ishizaka

Download or read book Multi-criteria Decision Analysis written by Alessio Ishizaka and published by John Wiley & Sons. This book was released on 2013-06-10 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an introduction to MCDA followed by more detailed chapters about each of the leading methods used in this field. Comparison of methods and software is also featured to enable readers to choose the most appropriate method needed in their research. Worked examples as well as the software featured in the book are available on an accompanying website.

Applied Decision Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 9401707596
Total Pages : 257 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Applied Decision Analysis by : Francisco Javier Girón

Download or read book Applied Decision Analysis written by Francisco Javier Girón and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Taking advantage of the many specialists visiting Spain prior to the INFORMS Meeting in Barcelona, hold from July 14th to July 17th 1997, we organized a work shop on Decision Analysis Applications at the Real Academia de Ciencias, Madrid, Spain, from J uly 11th to 12th 1997, under the sponsorship of de the Instituto Espaiia. This workshop had a precedent in the International Conference Decision Making: Towards the 21st Century also held at the Real Academia de Ciencias in 1993. The idea of organizing an event, this time devoted to applications of Decision Analysis, was due to Prof. Sixto Rfos, who some four years ago, .sponsored and encouraged by the Royal Academy of Sciences, was the creator of an Interdisciplinary Working Group on Decision Analysis -formed with researchers from within and outside this Academy- which has been active since then, organizing periodical meetings, and whose last project has tumed out into this Workshop. The workshop turned out to be an stimulating opportunity for communicating and discussing the enormous variety of applications of Decision Sciences. In this volume we have included most of the invited papers and a selection of refereed contributed papers. Due to the varied nature of the applications, we have grouped them into five groups ending, as way of an epilog, with a paper by Sarin which contains important insights and reftections on the nature of Decision Analysis in public and private sectors.

Decision Analysis Technique for Program Evaluation (Goal Programming).

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Publisher :
ISBN 13 :
Total Pages : 149 pages
Book Rating : 4.:/5 (227 download)

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Book Synopsis Decision Analysis Technique for Program Evaluation (Goal Programming). by : Thomas J. McGeehan

Download or read book Decision Analysis Technique for Program Evaluation (Goal Programming). written by Thomas J. McGeehan and published by . This book was released on 1977 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: A mathematical decision model for information service planning was derived from administrative goals. Program plans are assessed in the context of performance goals for six areas: available staff, available budget, program effectiveness, functional requirements, basic service requirements, investment programs to insure future progress. The technique is an extension of linear programming that calculates optimal solutions to decision problems in the areas of resource allocation, policy analysis and program evaluation according to a set of preemptive priorities established by management. The report includes a program in FORTRAN 4 for computing solutions. (Author).

Multiple Criteria Decision Analysis for Industrial Engineering

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Publisher : CRC Press
ISBN 13 : 1498739857
Total Pages : 381 pages
Book Rating : 4.4/5 (987 download)

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Book Synopsis Multiple Criteria Decision Analysis for Industrial Engineering by : Gerald William Evans

Download or read book Multiple Criteria Decision Analysis for Industrial Engineering written by Gerald William Evans and published by CRC Press. This book was released on 2016-12-01 with total page 381 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook presents methodologies and applications associated with multiple criteria decision analysis (MCDA), especially for those students with an interest in industrial engineering. With respect to methodology, the book covers (1) problem structuring methods; (2) methods for ranking multi-dimensional deterministic outcomes including multiattribute value theory, the analytic hierarchy process, the Technique for Order Preference by Similarity to Ideal Solution (TOPSIS), and outranking techniques; (3) goal programming,; (4) methods for describing preference structures over single and multi-dimensional probabilistic outcomes (e.g., utility functions); (5) decision trees and influence diagrams; (6) methods for determining input probability distributions for decision trees, influence diagrams, and general simulation models; and (7) the use of simulation modeling for decision analysis. This textbook also offers: · Easy to follow descriptions of how to apply a wide variety of MCDA techniques · Specific examples involving multiple objectives and/or uncertainty/risk of interest to industrial engineers · A section on outranking techniques ; this group of techniques, which is popular in Europe, is very rarely mentioned as a methodology for MCDA in the United States · A chapter on simulation as a useful tool for MCDA, including ranking & selection procedures. Such material is rarely covered in courses in decision analysis · Both material review questions and problems at the end of each chapter . Solutions to the exercises are found in the Solutions Manual which will be provided along with PowerPoint slides for each chapter. The methodologies are demonstrated through the use of applications of interest to industrial engineers, including those involving product mix optimization, supplier selection, distribution center location and transportation planning, resource allocation and scheduling of a medical clinic, staffing of a call center, quality control, project management, production and inventory control,and so on. Specifically, industrial engineering problems are structured as classical problems in multiple criteria decision analysis, and the relevant methodologies are demonstrated.