Graph spectra for complex networks / (Record no. 46359)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02322nam a22003131i 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | UkCbUP |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20251211151951.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 221019s2023||||enk o ||1 0|eng|d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781009366793 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| Cancelled/invalid ISBN | 9781009366809 |
| 041 ## - LANGUAGE CODE | |
| Language | English |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 511.5 |
| Edition number | 23 |
| Item number | MIE |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Mieghem, Piet Van |
| 245 10 - TITLE STATEMENT | |
| Title | Graph spectra for complex networks / |
| Statement of responsibility, etc | Piet Van Mieghem, Delft University of Technology. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | Second edition. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Cambridge, UK : |
| Name of publisher, distributor, etc | Cambridge University Press, |
| Date of publication, distribution, etc | 2023. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xix, 515 pages : |
| Other physical details | ill. ; |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Contents | Introdouction<br/>Part I: Spectra of graphs<br/>Algebraic graph theory<br/>Eigenvalues of the adjacency matrix<br/>Eigenvalues of the Laplacian Q<br/>Effective resistance matrix<br/>Spectra of special types of graphs<br/>Density function of the eigenvalues<br/>Spectra of complex networks<br/>Part II: Eigensystem<br/>Topics in linear algebra<br/>Eigensystem of a matrix<br/>Part III: Polynomials<br/>Polynomials with real coefficients<br/>Orthogonal polynomials |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | This concise and self-contained introduction builds up the spectral theory of graphs from scratch, with linear algebra and the theory of polynomials developed in the later parts. The book focuses on properties and bounds for the eigenvalues of the adjacency, Laplacian and effective resistance matrices of a graph. The goal of the book is to collect spectral properties that may help to understand the behavior or main characteristics of real-world networks. The chapter on spectra of complex networks illustrates how the theory may be applied to deduce insights into real-world networks. The second edition contains new chapters on topics in linear algebra and on the effective resistance matrix, and treats the pseudoinverse of the Laplacian. The latter two matrices and the Laplacian describe linear processes, such as the flow of current, on a graph. The concepts of spectral sparsification and graph neural networks are included. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Graph theory. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | System analysis. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://ezproxy.lib.gla.ac.uk/login?url=https://doi.org/10.1017/9781009366793">https://ezproxy.lib.gla.ac.uk/login?url=https://doi.org/10.1017/9781009366793</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | General Books |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Relator term | author. |
| 506 ## - RESTRICTIONS ON ACCESS NOTE | |
| Terms governing access | Access restricted to subscribing institutions. |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Display text | Print version: |
| International Standard Book Number | 9781009366809. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Public note | Connect to resource |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b41033784 |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Location | Shelving location | Date of Cataloging | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Non-fiction | CUTN Central Library | CUTN Central Library | Sciences | 11/12/2025 | 511.5 MIE | 54652 | 11/12/2025 | 11/12/2025 | General Books |