RefDoc
Haut

Faire une nouvelle recherche
Make a new search
Lancer la recherche


Titre du document / Document title

Using anytime algorithms in intelligent systems

Auteur(s) / Author(s)

ZILBERSTEIN S. (1) ;

Affiliation(s) du ou des auteurs / Author(s) Affiliation(s)

(1) University of Massachusetts at Amherst, ETATS-UNIS

Résumé / Abstract

Anytime algorithms give intelligent systems the capability to trade deliberation time for quality of results. This capability is essential for successful operation in domains such as signal interpretation, real-time diagnosis and repair, and mobile robot control. What characterizes these domains is that it is not feasible (computationally) or desirable (economically) to compute the optimal answer. This article surveys the main control problems that arise when a system is composed of several anytime algorithms. These problems relate to optimal management of uncertainty and precision. After a brief introduction to anytime computation, I outline a wide range of existing solutions to the metalevel control problem and describe current work that is aimed at increasing the applicability of anytime computation.

Revue / Journal Title

The AI magazine    ISSN  0738-4602 

Source / Source

1996, vol. 17, no3, pp. 73-83 (1 p.1/4)

Langue / Language

Anglais

Editeur / Publisher

American Association for Artificial Intelligence, Menlo Park, CA, ETATS-UNIS  (1980) (Revue)

Mots-clés anglais / English Keywords

Intelligent system

;

Signal processing

;

Real time processing

;

Diagnosis

;

Optimal algorithm

;

Uncertainty

;

Accuracy

;

Control

;

Real time system

;

Mots-clés français / French Keywords

Système intelligent

;

Traitement signal

;

Traitement temps réel

;

Diagnostic

;

Algorithme optimal

;

Incertitude

;

Précision

;

Commande

;

Système temps réel

;

Anytime algorithm

;

Mots-clés espagnols / Spanish Keywords

Sistema inteligente

;

Procesamiento señal

;

Tratamiento tiempo real

;

Diagnóstico

;

Algoritmo óptimo

;

Incertidumbre

;

Precisión

;

Control

;

Sistema tiempo real

;

Localisation / Location

INIST-CNRS, Cote INIST : 22053, 35400006615604.0040

Nº notice refdoc (ud4) : 3254006



Faire une nouvelle recherche
Make a new search
Lancer la recherche
Bas