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Open Problems in Optimization and Data Analysis.
・ISBN 978-3-319-99141-2 hard EUR 139.99
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| 著者・編者 | Pardalos, Panos M. / Migdalas, Athanasios (eds.), |
|---|---|
| シリーズ | Springer Optimization and Its Applications |
| 出版社 | (Springer, GW) |
| 出版年月 | 2018 |
| ページ数 | 357 pp. |
| 言語 | ENG |
| ニュース番号 | ＜648-L376 648-P815＞ |
解説
Computational and theoretical open problems in optimization, computational geometry, data science, logistics, statistics, supply chain modeling, and data analysis are examined in this book. Each contribution provides the fundamentals needed to fully comprehend the impact of individual problems. Current theoretical, algorithmic, and practical methods used to circumvent each problem are provided to stimulate a new effort towards innovative and efficient solutions. Aimed towards graduate students and researchers in mathematics, optimization, operations research, quantitative logistics, data analysis, and statistics, this book provides a broad comprehensive approach to understanding the significance of specific challenging or open problems within each discipline.
The contributions contained in this book are based on lectures focused on "Challenges and Open Problems in Optimization and Data Science" presented at the Deucalion Summer Institute for Advanced Studies in Optimization, Mathematics, and Data Science in August 2016.