Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11973)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: NUMTA 2019.
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Table of contents (52 papers)
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Approximation: Methods, Algorithms, and Applications
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Computational Methods for Data Analysis
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First Order Methods in Optimization: Theory and Applications
Other volumes
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Numerical Computations: Theory and Algorithms
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Numerical Computations: Theory and Algorithms
Keywords
- applied mathematics
- approximation
- data analysis
- Design and analysis of algorithms
- Differential equations
- Emerging technologies
- Foundations of mathematics
- High performance computing
- machine learning
- mathematics education
- Multidisciplinary design optimization
- Numbers and numeral systems
- Numerical optimization
- Parallel and distributed computing methodologies
- Software and its engineering
- Water supply models
- algorithm analysis and problem complexity
About this book
This volume, LNCS 11973, consists of 34 full and 18 short papers chosen among papers presented at special streams and sessions of the Conference. The papers in part I were organized following the topics of these special sessions: approximation: methods, algorithms, and applications; computational methods for data analysis; first order methods in optimization: theory and applications; high performance computing in modelling and simulation; numbers, algorithms, and applications; optimization and management of water supply.
Editors and Affiliations
Bibliographic Information
Book Title: Numerical Computations: Theory and Algorithms
Book Subtitle: Third International Conference, NUMTA 2019, Crotone, Italy, June 15–21, 2019, Revised Selected Papers, Part I
Editors: Yaroslav D. Sergeyev, Dmitri E. Kvasov
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-39081-5
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Softcover ISBN: 978-3-030-39080-8Published: 14 February 2020
eBook ISBN: 978-3-030-39081-5Published: 13 February 2020
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXIII, 622
Number of Illustrations: 256 b/w illustrations, 147 illustrations in colour
Topics: Mathematics of Computing, Computer Systems Organization and Communication Networks, Machine Learning, Information Systems Applications (incl. Internet), Algorithm Analysis and Problem Complexity