Networks and Chaos - Statistical and Probabilistic Aspects

1. Auflage 1993
ISBN: 978-0-412-46530-7
Verlag: Chapman and Hall/CRC

Buch, Englisch, 320 Seiten, Format (B × H): 134 mm x 230 mm, Gewicht: 445 g

Reihe: Chapman & Hall/CRC Monographs on Statistics and Applied Probability

This volume consists of a collection of tutorial papers by leading experts on statistical and probabilistic aspects of chaos and networks, in particular neural networks. While written for the non-expert, they are intended to bring the reader up to the forefront of knowledge and research in the subject areas concerned. The papers, which contain extensive references to the literature, can separately or in various combinations serve as bases for short- or full-length courses, at graduate or more advanced levels.

The papers are directed not only to mathematical statisticians but also to students and researchers in related fields of biology, engineering, geology, physics and probability.

Zielgruppe

Research

Autoren/Hrsg.

Jensen, J. L.

Kendall, Wilfrid S.

Weitere Mitwirkende

Cox, D.R.

Reid, N.

Isham, Valerie

Tibshirani, R.J.

Louis, Thomas A.

Tong, Howell

Keiding, Niels

Fachgebiete

• Mathematik | Informatik Mathematik Mathematische Analysis Differentialrechnungen und -gleichungen
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Mathematik | Informatik Mathematik Geometrie Dynamische Systeme

Inhaltsverzeichnis

Mathematical methods of neurocomputing.- Statistical aspects of neural networks.- Statistical aspects of chaos: a review.- Chaotic dynamical systems with a View towards statistics: a review.- A tutorial on queuing networks.- River networks: a brief guide to the literature for statisticians and probabilists.- Random graphical networks.

Über Autor(innen)

Jensen, J L; Kendall, Wilfrid S.