Combinatorial optimization: algorithms and complexity
Combinatorial optimization: algorithms and complexity
An introduction to support Vector Machines: and other kernel-based learning methods
An introduction to support Vector Machines: and other kernel-based learning methods
Combinatorial Algorithms: Theory and Practice
Combinatorial Algorithms: Theory and Practice
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In this paper we propose the use of Support Vector Machine (SVM) to evaluate system reliability. The main idea is to develop an estimation algorithm by training a SVM on a restricted data set, replacing the system performance model evaluation by a simpler calculation. The proposed approach is illustrated by an example. System reliability is properly emulated by training a SVM with a small amount of information.