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Oppositional Concepts in Computational Intelligence

Hamid R. Tizhoosh, M. Ventresca (Herausgeber)

Buch | Hardcover

XII, 328 Seiten

2008 | 2008
Springer Berlin (Verlag)
9783540708261 (ISBN)

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"Theoppositeofacorrectstatementisafalsestatement.Buttheopposite of a profound truth may well be another profound truth." - Niels Bohr This volume is motivated in part by the observation that opposites permeate everything around us, in some form or another. Its study has attracted the attention of countless minds for at least 2500 years. However, due to the lack of an accepted mathematical formalism for opposition it has not been explicitly studiedtoanygreatlengthin?eldsoutsideofphilosophyandlogic.This,despite the fact that we observe opposition everywhere in nature, our minds seem to divide the world into entities and opposite entities; indeed we use opposition everyday. We have become so accustomed to opposition that its existence is accepted, not usually questioned and its importance is constantly overlooked. On one hand, this volume is a ?st attempt to bring together researchers who are inquiring into the complementary nature of systems and processes and, on the other hand, provide some elementary components for a framework to establish a formalism for opposition-based computing. From a computational intelligence perspective, many successful opposition-based concepts have been in existence for a long time. It is not our intention to recast these existing methods, rather to elucidate that, while diverse, they all share the commonality of opposition - in one form or another, either implicitly or explicitly. To this end, we have attempted to provide rough guidelines to understand what makes concepts "oppositional".

Part I Motivations and Theory.- Part II Search and Reasoning.- Part III Optimization.- Part IV Learning.- Part V RealWorld Applications.

Erscheint lt. Verlag	2.9.2008
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XII, 328 p. 72 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik
Schlagworte	algorithm • algorithms • Argumentation • Calculus • Computational Intelligence • Differential evolution • Evolution • Image Segmentation • Intelligence • learning • Multi-Objective Optimization • Opposition • Opposition-Based Computing • Optimization • Philosophy • proving
ISBN-13	9783540708261 / 9783540708261
Zustand	Neuware