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Feasibility and Infeasibility in Optimization:: Algorithms and Computational Methods

Feasibility and Infeasibility in Optimization:: Algorithms and Computational Methods

          
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About the Book

Feasibility and Infeasibility in Optimization is an expository book focused on practical algorithms related to feasibility and infeasibility in optimization. Part I addresses algorithms for seeking feasibility quickly, including recent algorithms for the difficult cases of nonlinear and mixed-integer programs. Part II provides algorithms for analyzing infeasibility by isolating minimal infeasible (or maximum feasible) subsets of constraints, or by finding the best repair for the infeasibility. Part III describes surprising applications in areas such as classification, computational biology, and medicine. Connections to constraint programming are shown. A main goal is to impart an understanding of the methods so that practitioners can make immediate use of existing algorithms and software, and so that researchers can extend the state of the art and find new applications. The book is of interest to researchers, students, and practitioners across the applied sciences who are working on optimization problems.


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Product Details
  • ISBN-13: 9781441945198
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Edition: Softcover reprint of hardcover 1st ed. 2008
  • Language: English
  • Returnable: Y
  • Spine Width: 16 mm
  • Weight: 417 gr
  • ISBN-10: 1441945199
  • Publisher Date: 23 Nov 2010
  • Binding: Paperback
  • Height: 234 mm
  • No of Pages: 274
  • Series Title: International Operations Research & Management Science
  • Sub Title: Algorithms and Computational Methods
  • Width: 156 mm


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