Maximum-entropy networks : pattern detection, network reconstruction and graph combinatorics /: pattern detection, network reconstruction and graph combinatorics. ([2017])

• Record Type: Book
• Further Information: Note: Tiziano Squartini, Diego Garlaschelli.
• Authors: Squartini, Tiziano; Garlaschelli, Diego
• Contents: Introduction -- Maximum-entropy ensembles of graphs -- Constructing constrained graph ensembles: why and how? -- Comparing models obtained from different constraints -- Pattern detection -- Detecting assortativity and clustering -- Detecting dyadic motifs -- Detecting triadic motifs -- Some extensions to weighted networks -- Network reconstruction -- Reconstructing network properties from partial information -- The Enhanced Configuration Model -- Further reducing the observational requirements -- Graph combinatorics -- A dual route to combinatorics? -- 'Soft' combinatorial enumeration -- Quantifying ensemble (non)equivalence -- Breaking of equivalence between ensembles -- Implications of (non)equivalence for combinatorics -- "What then shall we choose?" Hardness or softness? -- Concluding remarks.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2017
• Copyright Date: 2017
• Extent: 1 online resource (xii, 116 pages), illustrations (some color)
• Subjects: 621; Physics; Random graphs; System analysis; Graph theory; Computational complexity; System theory; SCIENCE -- System Theory; TECHNOLOGY & ENGINEERING -- Operations Research; System theory; System analysis; Random graphs; Graph theory; Computational complexity; Science -- Mathematical Physics; Mathematics -- Applied; Mathematics -- Graphic Methods; Technology & Engineering -- General; Statistical physics; Applied mathematics; Combinatorics & graph theory; Cybernetics & systems theory; Statistical physics; Engineering; Mathematical physics; Electronic books
• Languages: English
• ISBNs: 9783319694382; 3319694383
• Related ISBNs: 3319694367; 9783319694368
• Notes: Note: Includes bibliographical references and index.; Note: Resource, viewed February 1, 2018.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.