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OverviewThis text deals with decision-making in environments of significant data uncertainty, with particular emphasis on operations and production management applications. For such environments, this text suggests the use of the robustness approach to decision making, which assumes inadequate knowledge of the decision-maker about the random state of nature and develops a decision that hedges against the worst contingency that may arize. The book provides a comprehensive mathematical programming framework for robust decision making. It also presents decision support tools and solution methods for generating robust decisions in a variety of interesting application environments such as: linear programming; assignment problems; shortest paths; minimum spanning trees; knapsack problems; resource allocation; scheduling; production planning; location; inventory; layout planning; network design; and international sourcing. Full Product DetailsAuthor: Panos Kouvelis , Gang YuPublisher: Springer Imprint: Springer Edition: 1997 ed. Volume: 14 Dimensions: Width: 15.60cm , Height: 2.20cm , Length: 23.40cm Weight: 1.570kg ISBN: 9780792342915ISBN 10: 0792342917 Pages: 358 Publication Date: 30 November 1996 Audience: College/higher education , Professional and scholarly , Postgraduate, Research & Scholarly , Professional & Vocational Format: Hardback Publisher's Status: Active Availability: In Print ![]() This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of Contents1 Approaches for Handling Uncertainty in Decision Making.- 2 A Robust Discrete Optimization Framework.- 3 Computational Complexity Results of Robust Discrete Optimization Problems.- 4 Easily Solvable Cases of Robust Discrete Optimization Problems.- 5 Algorithmic Developments for Difficult Robust Discrete Optimization Problems.- 6 Robust 1-Median Location Problems: Dynamic Aspects and Uncertainty.- 7 Robust Scheduling Problems.- 8 Robust Uncapacitated Network Design and International Sourcing Problems.- 9 Robust Discrete Optimization: Past Successes and Future Challenges.Reviews....I recommend the book, which in large parts is easy to read, as a consistent and interesting entry into the field of robust optimization.' OR Spektrum, 20: 278 (1998) '...I recommend the book, which in large parts is easy to read, as a consistent and interesting entry into the field of robust optimization.' OR Spektrum, 20:278 (1998) Author InformationTab Content 6Author Website:Countries AvailableAll regions |