On the Intrinsic Fault-Tolerance Nature of Parallel Genetic Programming

In this paper we show how parallel genetic programming can run on a distributed system with volatile resources without any lack of efficiency. By means of a series of experiments, we test whether parallel GP - and consistently evolutionary algorithms - are intrinsically fault-tolerant. The interest...

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Bibliographische Detailangaben

Hauptverfasser:	Gonzalez, D.L., de Vega, F.F.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Concurrent computing Distributed computing Evolutionary computation Fault tolerance Fault tolerant systems Genetic programming Grid computing Libraries Partial response channels Testing
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