JOURNAL ARTICLE

Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization

Abstract

The authors compare recovery and the post-anaesthetic period in 45 patients anaesthetised with a combination of either pentothal, nitrous oxide, fluothane and dolosal (group 1, 24 subjects), or of pentothal, nitrous oxide and phenoperidine (group 2, 21 subjects). The quality of recovery was judged at the end of anaesthesia by determining of occurrence of the first response to 3 types of stimulation (calling the name, noise and pain) and the density of these responses during each minute. During the post-anaesthetic period the respective percentages of wakefulness and sleep were calculated. In this way the authors demonstrate a significant (P less than 0.01) shortening in recovery time for group 2, reactivity to own name occurring first in both groups, and a very significant (P less than 0.001) increase in the percentage of physiological sleep in subjects of group 2 during the post-anaesthetic stage.

Keywords:
Frank–Wolfe algorithm Mathematics Convex optimization Sparse matrix Mathematical optimization Combinatorics Regular polygon Computer science Convex set

Metrics

891
Cited By
75.85
FWCI (Field Weighted Citation Impact)
53
Refs
1.00
Citation Normalized Percentile
Is in top 1%
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Citation History

Topics

Sparse and Compressive Sensing Techniques
Physical Sciences →  Engineering →  Computational Mechanics
Stochastic Gradient Optimization Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Advanced Optimization Algorithms Research
Physical Sciences →  Mathematics →  Numerical Analysis
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