Heidelberg Colloquium on Glassy Dynamics : proceedings of a colloquium on spin glasses, optimization and neural networks held at the University of Heidelberg, June 9-13, 1986 / edited by J.L. van Hemmen and I. Morgenstern.
Contributor(s): Hemmen, J. L. van (Jan Leonard) | Morgenstern, I. (Ingo)Material type: TextSeries: Lecture notes in physics: 275.Publisher: Berlin ; New York : Springer-Verlag, 1987Description: 1 online resource (viii, 576 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540478195; 3540478191; 3540177779; 9783540177777Subject(s): Spin glasses -- Congresses | Mathematical optimization -- Congresses | Neural networks (Computer science) -- Congresses | Verres de spin -- Congrès | Optimisation mathématique -- Congrès | Circuit neuronique -- Congrès | Mathematical optimization | Neural networks (Computer science) | Spin glasses | Optimisation mathématique | Verres spin | Verres de spinGenre/Form: Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:Heidelberg Colloquium on Glassy Dynamics (1986).: Heidelberg Colloquium on Glassy Dynamics.DDC classification: 530.4/1 LOC classification: QC176.8.S68 | H44 1986Online resources: Click here to access online
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Includes bibliographical references.
Introduction -- Spin Glasses: Experimental papers. Theoretical papers -- Optimization -- Neural Networks -- Key to the Escher Plates. T.
This book contains most of the invited contributions to the Heidelberg Colloquium on Glassy Dynamics, held in June 1986 and covering the three topics: spin glasses, optimization and neural networks. It includes experimental papers on spin glasses and glasses as well as theoretical work on the spin-glass transition, the description of the spin-glass phase, and slow relaxation phenomena. New techniques for solving combinatorial optimization problems are presented with particular emphasis placed on simulated annealing. Finally, a comprehensive review of the statistical mechanics of neural networks is given. The thorough and partly review-like treatment of the various topics makes this book indispensable reading for researchers and graduate students in physics, biophysics and optimization with special interest in magnetic systems, glasses and brain research, repectively. N.
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