Is the Island Model Fault Tolerant?

被引：0

作者：

Hidalgo, Ignacio ^{[1
]}

Fernandez de Vega, Francisco ^{[2
]}

Lanchares, Juan ^{[1
]}

Lombrana Gonzalez, Daniel ^{[2
]}

机构：

[1] Univ Complutense Madrid, Madrid, Spain

[2] Univ Extremadura, Merida, Spain

来源：

GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2 | 2007年

关键词：

Distributed GAs; Fault Tolerance;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a research about the Fault; Tolerance nature of the Island Model when applied to Distributed-Parallel Genetic Algorithms (GAs). Parallel and distributed models have been extensively applied to GAs when researchers tackle hard problems. Nevertheless, there are few works dealing with the problem of failures that are usually present when a distributed infrastructure is employed. The main results from this research suggest that the GAs Island Models are fault tolerant by nature.

引用

页码：1519 / 1519

页数：1