Overview
- Broadens understanding of optimization models and solution methods
- Applies optimization techniques to genetics, health-care, economics, technology, information systems and networks
- Shares tips and insights on a range of optimization methods
Part of the book series: Springer Optimization and Its Applications (SOIA, volume 130)
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Table of contents (29 chapters)
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Front Matter
Keywords
- global optimization in graphs and networks
- metaheuristic methods
- Heuristic methods
- Combinatorial optimization
- Risk models in networks
- discrete optimization
- Exporting Economies
- Markov Models
- Capacitated Clustering Problem
- Lexicographic Search
- Boolean Programming Problems
- Error and Attack Resilient Clusters in Networks
- Maximum Edge Weight Clique Problem
- Empirical Means in Stochastic Optimization Problems
- Multicriteria Stochastic Optimization Problems
- Ivan V. Sergienko
- Fuzzy Models of Pattern Recognition
- Convex Extensions in Combinatorial Optimization
- Data Transfer Optimization
About this book
Researchers and practitioners in computer science, optimization, operations research and mathematics will find this book useful as it illustrates optimization models and solution methods in discrete, non-differentiable, stochastic, and nonlinear optimization. Contributions from experts in optimization are showcased in this book showcase a broad range of applications and topics detailed in this volume, including pattern and image recognition, computer vision, robust network design, and process control in nonlinear distributed systems.
This book is dedicated to the 80th birthday of Ivan V. Sergienko, who is a member of the National Academy of Sciences (NAS) of Ukraine and the director of the V.M. Glushkov Institute of Cybernetics. His work has had a significant impact on several theoretical and applied aspects of discrete optimization, computational mathematics, systems analysis and mathematical modeling.
Editors and Affiliations
Bibliographic Information
Book Title: Optimization Methods and Applications
Book Subtitle: In Honor of Ivan V. Sergienko's 80th Birthday
Editors: Sergiy Butenko, Panos M. Pardalos, Volodymyr Shylo
Series Title: Springer Optimization and Its Applications
DOI: https://doi.org/10.1007/978-3-319-68640-0
Publisher: Springer Cham
eBook Packages: Mathematics and Statistics, Mathematics and Statistics (R0)
Copyright Information: Springer International Publishing AG 2017
Hardcover ISBN: 978-3-319-68639-4Published: 05 March 2018
Softcover ISBN: 978-3-030-09844-5Published: 11 December 2018
eBook ISBN: 978-3-319-68640-0Published: 20 February 2018
Series ISSN: 1931-6828
Series E-ISSN: 1931-6836
Edition Number: 1
Number of Pages: XI, 639
Number of Illustrations: 113 b/w illustrations
Topics: Optimization, Mathematical Modeling and Industrial Mathematics, Applications of Mathematics