Kalyagin, Valery A.

Models, Algorithms, and Technologies for Network Analysis

Kalyagin, Valery A. - Models, Algorithms, and Technologies for Network Analysis, ebook


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ISBN: 9783319568294
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Table of contents

Part I. Optimization

1. Linear Max-Min Fairness in Multi-commodity Flow Networks
Hamoud Bin Obaid, Theodore B. Trafalis

2. Heuristic for Maximizing Grouping Efficiency in the Cell Formation Problem
Ilya Bychkov, Mikhail Batsyn, Panos M. Pardalos

3. Efficient Methods of Multicriterial Optimization Based on the Intensive Use of Search Information
Victor Gergel, Evgeny Kozinov

4. Comparison of Two Heuristic Algorithms for a Location and Design Problem
Alexander Gnusarev

5. A Class of Smooth Modification of Space-Filling Curves for Global Optimization Problems
Alexey Goryachih

6. Iterative Local Search Heuristic for Truck and Trailer Routing Problem
Ivan S. Grechikhin

Part II. Network Models

7. Power in Network Structures
Fuad Aleskerov, Natalia Meshcheryakova, Sergey Shvydun

8. Do Logarithmic Proximity Measures Outperform Plain Ones in Graph Clustering?
Vladimir Ivashkin, Pavel Chebotarev

9. Analysis of Russian Power Transmission Grid Structure: Small World Phenomena Detection
Sergey Makrushin

10. A New Approach to Network Decomposition Problems
Alexander Rubchinsky

11. Homogeneity Hypothesis Testing for Degree Distribution in the Market Graph
D. P. Semenov, P. A. Koldanov

12. Stability Testing of Stock Returns Connections
M. A. Voronina, P. A. Koldanov

Part III. Applications

13. Network Analysis of International Migration
Fuad Aleskerov, Natalia Meshcheryakova, Anna Rezyapova, Sergey Shvydun

14. Overlapping Community Detection in Social Networks with Node Attributes by Neighborhood Influence
Vladislav Chesnokov

15. Testing Hypothesis on Degree Distribution in the Market Graph
P. A. Koldanov, J. D. Larushina

16. Application of Network Analysis for FMCG Distribution Channels
Nadezda Kolesnik, Valentina Kuskova, Olga Tretyak

17. Machine Learning Application to Human Brain Network Studies: A Kernel Approach
Anvar Kurmukov, Yulia Dodonova, Leonid E. Zhukov

18. Co-author Recommender System
Ilya Makarov, Oleg Bulanov, Leonid E. Zhukov

19. Network Studies in Russia: From Articles to the Structure of a Research Community
Daria Maltseva, Ilia Karpov

Keywords: Mathematics, Algorithms, Operations Research, Management Science, Combinatorics, Mathematical Modeling and Industrial Mathematics

Publication year
Springer Proceedings in Mathematics & Statistics
Natural Sciences
Printed ISBN

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