Inhaltsangabe
An overview of the techniques developed to circumvent computational intractability, a key challenge in many areas of computer science.
Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.
Über die Autorinnen und Autoren
Lucas Bordeaux is a Senior Research Software Development Engineer at Microsoft Research, Cambridge, where he works on the design and applications of algorithms to solve hard inference problems.
Youssef Hamadi is a Senior Researcher at Microsoft Research, Cambridge. His work involves the practical resolution of large-scale real life problems set at the intersection of Optimization and Artificial Intelligence. His current research considers the design of complex systems based on multiple formalisms fed by different information channels which plan ahead and perform smart decisions. His current focus is on Autonomous Search, Parallel Search, and Propositional Satisfiability, with applications to Environmental Intelligence, Business Intelligence, and Software Verification.
Pushmeet Kohli is a Research Scientist in the Machine Learning and Perception group at Microsoft Research, Cambridge. His research interests span the fields of Computer Vision, Machine Learning, Discrete Optimization, Game Theory, and Human-Computer Interaction with the overall aim of 'teaching' computers to understand the behaviour and intent of human users, and to correctly interpret (or 'See') objects and scenes depicted in colour/depth images or videos. In the context of tractability and optimization, Pushmeet has worked on developing adaptive combinatorial and message passing-based optimization algorithms that exploit the structure of problems to achieve improved performance.
„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.
Suchergebnisse für Tractability: Practical Approaches to Hard Problems
Beispielbild für diese ISBN
Tractability
Verlag:
Cambridge University Press, Cambridge, UK, 2014
ISBN 10: 1107025192
ISBN 13: 9781107025196
Gebraucht
Hardcover
Anbieter: Florida Mountain Book Co., Datil, NM, USA
Verkäuferbewertung 5 von 5 Sternen
Zustand: Good+. Hardcover, [xxi], 377 pages. Good+ condition. Size 10"x7". "Classical computer science textbooks tell us that some problems are 'hard'. Yet many areas, from machine learning and computer vision to theorem proving and software verification, have defined their own set of tools for effectively solving complex problems. Tractability provides an overview of these different techniques, and of the fundamental concepts and properties used to tame intractability. This book will help you understand what to do when facing a hard computational problem. Can the problem be modelled by convex, or submodular functions? Will the instances arising in practice be of low treewidth, or exhibit another specific graph structure that makes them easy? Is it acceptable to use scalable, but approximate algorithms? A wide range of approaches is presented through self-contained chapters written by authoritative researchers on each topic." Book has moderate shelfwear, boards are bumped on extremities. Interior text is Near Fine, clean and unmarked. Bestandsnummer des Verkäufers 009695
Gebraucht kaufen
EUR 30,77
EUR 4,69 Versand
Versand innerhalb von USA
Versand innerhalb von USA
Anzahl: 1 verfügbar
Beispielbild für diese ISBN
Tractability: Practical Approaches to Hard Problems
Verlag:
Cambridge University Press, 2014
ISBN 10: 1107025192
ISBN 13: 9781107025196
Gebraucht
Hardcover
Anbieter: Labyrinth Books, Princeton, NJ, USA
Verkäuferbewertung 4 von 5 Sternen
Zustand: Very Good. Bestandsnummer des Verkäufers 161815
Gebraucht kaufen
EUR 50,09
EUR 3,84 Versand
Versand innerhalb von USA
Versand innerhalb von USA
Anzahl: 3 verfügbar
Beispielbild für diese ISBN
Tractability: Practical Approaches to Hard Problems
Anbieter: Revaluation Books, Exeter, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Hardcover. Zustand: Brand New. 377 pages. 10.00x7.00x1.00 inches. In Stock. Bestandsnummer des Verkäufers zk1107025192
Neu kaufen
EUR 262,30
EUR 14,43 Versand
Versand von Vereinigtes Königreich nach USA
Versand von Vereinigtes Königreich nach USA
Anzahl: 1 verfügbar