Models, Algorithms and Technologies for Network Analysis, Mikhail V. Batsyn; Valery A. Kalyagin; Panos M. Pa

Автор: Slawomir Wierzcho?; Mieczyslaw A. K?opotek
Название: Modern Algorithms of Cluster Analysis
ISBN: 3319693077 ISBN-13(EAN): 9783319693071
Издательство: Springer
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Цена: 149060.00 T
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Описание: This book provides the reader with a basic understanding of the formal concepts of the cluster, clustering, partition, cluster analysis etc. The book explains feature-based, graph-based and spectral clustering methods and discusses their formal similarities and differences. Understanding the related formal concepts is particularly vital in the epoch of Big Data; due to the volume and characteristics of the data, it is no longer feasible to predominantly rely on merely viewing the data when facing a clustering problem. Usually clustering involves choosing similar objects and grouping them together. To facilitate the choice of similarity measures for complex and big data, various measures of object similarity, based on quantitative (like numerical measurement results) and qualitative features (like text), as well as combinations of the two, are described, as well as graph-based similarity measures for (hyper) linked objects and measures for multilayered graphs. Numerous variants demonstrating how such similarity measures can be exploited when defining clustering cost functions are also presented. In addition, the book provides an overview of approaches to handling large collections of objects in a reasonable time. In particular, it addresses grid-based methods, sampling methods, parallelization via Map-Reduce, usage of tree-structures, random projections and various heuristic approaches, especially those used for community detection.

Автор: Kalyagin
Название: Models, Algorithms and Technologies for Network Analysis
ISBN: 331929606X ISBN-13(EAN): 9783319296067
Издательство: Springer
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Цена: 111790.00 T
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Описание: The contributions in this volume cover a broad range of topics including maximum cliques, graph coloring, data mining, brain networks, Steiner forest, logistic and supply chain networks. Network algorithms and their applications to market graphs, manufacturing problems, internet networks and social networks are highlighted. The 'Fourth International Conference in Network Analysis,' held at the Higher School of Economics, Nizhny Novgorod in May 2014, initiated joint research between scientists, engineers and researchers from academia, industry and government; the major results of conference participants have been reviewed and collected in this Work. Researchers and students in mathematics, economics, statistics, computer science and engineering will find this collection a valuable resource filled with the latest research in network analysis.

Автор: Valery A. Kalyagin; Alexey I. Nikolaev; Panos M. P
Название: Models, Algorithms, and Technologies for Network Analysis
ISBN: 3319568280 ISBN-13(EAN): 9783319568287
Издательство: Springer
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Цена: 130430.00 T
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Автор: Mikhail V. Batsyn; Valery A. Kalyagin; Panos M. Pa
Название: Models, Algorithms and Technologies for Network Analysis
ISBN: 3319097571 ISBN-13(EAN): 9783319097572
Издательство: Springer
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Цена: 93160.00 T
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Описание: This volume compiles the major results of conference participants from the "Third International Conference in Network Analysis" held at the Higher School of Economics, Nizhny Novgorod in May 2013, with the aim to initiate further joint research among different groups.

Автор: Boris I. Goldengorin; Valery A. Kalyagin; Panos M.
Название: Models, Algorithms, and Technologies for Network Analysis
ISBN: 1493901745 ISBN-13(EAN): 9781493901746
Издательство: Springer
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Цена: 102480.00 T
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Описание: The contributions of this conference not only come from different fields, but also cover a broad range of topics relevant to the theory and practice of network analysis, including the reliability of complex networks, software, theory, methodology and applications.

Автор: Boris I. Goldengorin; Valery A. Kalyagin; Panos M.
Название: Models, Algorithms, and Technologies for Network Analysis
ISBN: 1493953877 ISBN-13(EAN): 9781493953875
Издательство: Springer
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Цена: 102480.00 T
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Описание: Models, Algorithms, and Technologies for Network Analysis (V.A. Kalyagin, B. Goldengorin, P.M. Pardalos).- Tolerance-Based vs. Cost-Based Branching for the Asymmetric Capacitated Vehicle Routing Problem (M. Batsyn, B. Goldengorin, A. Kocheturov, P.M. Pardalos).- Lower and Upper Bounds for the Preemptive Single Machine Scheduling Problem with Equal Processing Times (M. Batsyn, B. Goldengorin, P. Sukhov, P.M. Pardalos).- Comparative Analysis of Two Similarity Measures for the Market Graph Construction (G. A. Bautin, V.A. Kalyagin, A.P. Koldanov).- Heuristic Algorithm for the Cell Formation Problem (I. Bychkov, M. Batsyn, P. Sukhov, P.M. Pardalos).- Efficiency Analysis of Branch Network (P.A. Koldanov).- EEG Coherence in Right- and Left-Handers in Passive Visual Perception of Lines with Different Slope Angles (L.M. Viktorovich).- Speeding Up MCS Algorithm for the Maximum Clique Problem with ILS Heuristic and Other Enhancements (E. Maslov, M. Batsyn, P.M. Pardalos).- Summary and Semi-Average Similarity Criteria for Individual Clusters (B. Mirkin).- Kernel Principal Component Analysis: Applications, Implementation, and Comparison (D. Olsson, P. Georgiev, V. Boginski, A. Sorokin, P.M. Pardalos).- Distance-Based Clique Relaxations in Networks: s-Clique and s-Club (S. Shahinpour, S. Butenko).- GRASP with Path-Relinking for Facility Layout (R.M.A. Silva, M.G.C. Resende, P.M. Pardalos, G.R. Mateus, G. De Tomi).- Comparative Analysis of the BRIC Countries Stock Markets Using Network Approach (A. Vizgunov, A. Glotov, P.M. Pardalos).- Sensor Cover and Double Partition (L. Wu, W. Wu, L. Lu, Y. Zhu, D.-Z. Du).

Автор: Boris I. Goldengorin; Valery A. Kalyagin; Panos M.
Название: Models, Algorithms, and Technologies for Network Analysis
ISBN: 1461485878 ISBN-13(EAN): 9781461485872
Издательство: Springer
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Цена: 93160.00 T
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Описание:

This volume contains two types of papers--a selection of contributions from the "Second International Conference in Network Analysis" held in Nizhny Novgorod on May 7-9, 2012, and papers submitted to an "open call for papers" reflecting the activities of LATNA at the Higher School for Economics.

This volume contains many new results in modeling and powerful algorithmic solutions applied to problems in

- vehicle routing
- single machine scheduling
- modern financial markets
- cell formation in group technology
- brain activities of left- and right-handers
- speeding up algorithms for the maximum clique problem
- analysis and applications of different measures in clustering

The broad range of applications that can be described and analyzed by means of a network brings together researchers, practitioners, and other scientific communities from numerous fields such as Operations Research, Computer Science, Transportation, Energy, Social Sciences, and more. The contributions not only come from different fields, but also cover a broad range of topics relevant to the theory and practice of network analysis. Researchers, students, and engineers from various disciplines will benefit from the state-of-the-art in models, algorithms, technologies, and techniques presented.

Автор: Asmussen
Название: Stochastic Simulation: Algorithms and Analysis
ISBN: 038730679X ISBN-13(EAN): 9780387306797
Издательство: Springer
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Цена: 46540.00 T
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Описание: Sampling-based computational methods have become a fundamental part of the numerical toolset of practitioners and researchers across an enormous number of different applied domains and academic disciplines. This book provides a broad treatment of such sampling-based methods , as well as accompanying mathematical analysis of the convergence properties of the methods discussed . The reach of the ideas is illustrated by discussing a wide range of applications and the models that have found wide usage. The first  half of the book focusses on general methods, whereas the second half discusses model-specific algorithms. Given the wide range of  examples, exercises and applications students, practitioners and researchers in  probability, statistics, operations research, economics, finance, engineering  as well as biology and chemistry and physics will find the book of value.  Soren Asmussen is Professor of Applied Probability at Aarhus University, Denmark and Peter Glynn is Thomas Ford Professor of  Engineering at Stanford University. 

Название: Practical Analysis of Algorithms
ISBN: 331909887X ISBN-13(EAN): 9783319098876
Издательство: Springer
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Цена: 41920.00 T
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Описание: This book introduces the essential concepts of algorithm analysis required by core undergraduate and graduate computer science courses, in addition to providing a review of the fundamental mathematical notions necessary to understand these concepts.

Автор: Alsuwaiyel M H
Название: Algorithms: Design Techniques And Analysis (Revised Edition)
ISBN: 9814723649 ISBN-13(EAN): 9789814723640
Издательство: World Scientific Publishing
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Цена: 152070.00 T
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Описание: Problem solving is an essential part of every scientific discipline. It has two components: (1) problem identification and formulation, and (2) the solution to the formulated problem. One can solve a problem on its own using ad hoc techniques or by following techniques that have produced efficient solutions to similar problems. This requires the understanding of various algorithm design techniques, how and when to use them to formulate solutions, and the context appropriate for each of them.Algorithms: Design Techniques and Analysis advocates the study of algorithm design by presenting the most useful techniques and illustrating them with numerous examples — emphasizing on design techniques in problem solving rather than algorithms topics like searching and sorting. Algorithmic analysis in connection with example algorithms are explored in detail. Each technique or strategy is covered in its own chapter through numerous examples of problems and their algorithms.Readers will be equipped with problem solving tools needed in advanced courses or research in science and engineering.

Автор: Roberto Tempo; Giuseppe Calafiore; Fabrizio Dabben
Название: Randomized Algorithms for Analysis and Control of Uncertain Systems
ISBN: 1447146093 ISBN-13(EAN): 9781447146094
Издательство: Springer
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Цена: 149060.00 T
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Описание: This book introduces readers to the fundamentals of probabilistic methods in the analysis and design of systems subject to deterministic and stochastic uncertainty. It provides tools for dealing with uncertainty in control systems.

Автор: Laurent Gosse; Roberto Natalini
Название: Innovative Algorithms and Analysis
ISBN: 3319492616 ISBN-13(EAN): 9783319492612
Издательство: Springer
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Цена: 102480.00 T
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Описание: This volume gathers contributions reflecting topics presented during an INDAM workshop held in Rome in May 2016. The book offers a unique resource, both for young researchers looking to quickly enter a given area of application, and for more experienced ones seeking comprehensive overviews and extensive bibliographic references.