Neural Networks and Qualitative Physics (Hardcover)

Jean-Pierre Aubin

ISBN 10: 0521445329 / ISBN 13: 9780521445320

Verlag: Cambridge University Press, Cambridge, 1996

Beschreibung

Hardcover. This book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative physics. Professor Aubin makes use of control and viability theory in neural networks and cognitive systems, regarded as dynamical systems controlled by synaptic matrices, and set-valued analysis that plays a natural and crucial role in qualitative analysis and simulation. This allows many examples of neural networks to be presented in a unified way. In addition, several results on the control of linear and nonlinear systems are used to obtain a "learning algorithm" of pattern classification problems, such as the back-propagation formula, as well as learning algorithms of feedback regulation laws of solutions to control systems subject to state constraints. This book is devoted to mathematical methods (control and viability theory, set-values analysis, etc.) arising in such domains of artificial intelligence as neural networks, cognitive systems and qualitative physics. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

Bestandsnummer des Verkäufers 9780521445320

Bibliografische Details

• Titel: Neural Networks and Qualitative Physics (Hardcover)
• Verlag: Cambridge University Press, Cambridge
• Erscheinungsjahr: 1996
• Sprache: Englisch
• ISBN-10: 0521445329
• ISBN-13: 9780521445320
• Einband: Hardcover
• Zustand: new

Über diesen Titel

Inhaltsangabe

This 1996 book is devoted to some mathematical methods that arise in two domains of artificial intelligence: neural networks and qualitative physics. Professor Aubin makes use of control and viability theory in neural networks and cognitive systems, and set-valued analysis that plays a crucial role in qualitative analysis and simulation.

Über die Autorin bzw. den Autor

Charlotte y Peter Fiell son dos autoridades en historia, teoría y crítica del diseño y han escrito más de sesenta libros sobre la materia, muchos de los cuales se han convertido en éxitos de ventas. También han impartido conferencias y cursos como profesores invitados, han comisariado exposiciones y asesorado a fabricantes, museos, salas de subastas y grandes coleccionistas privados de todo el mundo. Los Fiell han escrito numerosos libros para TASCHEN, entre los que se incluyen 1000 Chairs, Diseño del siglo XX, El diseño industrial de la A a la Z, Scandinavian Design y Diseño del siglo XXI.