New Concepts and Applications in Soft Computing

Valentina Emilia Balas

ISBN 10: 3642289584 / ISBN 13: 9783642289583

Edité par Springer Berlin Heidelberg, Springer Berlin Heidelberg Jul 2012, 2012

A propos de cet article

This item is printed on demand - it takes 3-4 days longer - Neuware - The book provides a sample of research on the innovative theory and applications of soft computing paradigms. The idea of Soft Computing was initiated in 1981 when Professor Zadeh published his first paper on soft data analysis and constantly evolved ever since. Professor Zadeh defined Soft Computing as the fusion of the fields of fuzzy logic (FL), neural network theory (NN) and probabilistic reasoning (PR), with the latter subsuming belief networks, evolutionary computing including DNA computing, chaos theory and parts of learning theory into one multidisciplinary system. As Zadeh said the essence of soft computing is that unlike the traditional, hard computing, soft computing is aimed at an accommodation with the pervasive imprecision of the real world. Thus, the guiding principle of soft computing is to exploit the tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness, low solution cost and better rapport with reality. In the final analysis, the role model for soft computing is the human mind. We hope that the reader will share our excitement and find our volume both useful and inspiring. 232 pp. Englisch.

N° de réf. du vendeur 9783642289583

Détails bibliographiques

• Titre: New Concepts and Applications in Soft Computing
• Éditeur: Springer Berlin Heidelberg, Springer Berlin Heidelberg Jul 2012
• Date de parution: 2012
• Langue: anglais
• ISBN à 10 chiffres: 3642289584
• ISBN à 13 chiffres: 9783642289583
• Reliure: Buch
• État de l'article: Neu

A propos de ce titre

Synopsis

This book provides a sample of research on the innovative theory and applications of soft computing paradigms, which unlike traditional, hard computing, is aimed at an accommodation with the pervasive imprecision of the real world.