Parallelism of multi-scale quantum harmonic oscillator algorithm

MQHOA was a novel intelligent algorithm constructed by quantum harmonic oscillator's wave function.Sampling was the basic operation and main computational burden of MQHOA.The independence of sampling operation constructs MAHOA’s parallelism.Parallel granularity was obtained by experiments of gr...

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Vydáno v:Tongxin Xuebao Ročník 37; s. 68 - 74
Hlavní autoři: Yan HUANG, Peng WANG, Kun CHENG, Feng LIU
Médium: Journal Article
Jazyk:čínština
Vydáno: Editorial Department of Journal on Communications 01.09.2016
Témata:
algorithm parallelization
functional optimization
MQHOA
parallel granularity
speedup
ISSN:1000-436X
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Abstract MQHOA was a novel intelligent algorithm constructed by quantum harmonic oscillator's wave function.Sampling was the basic operation and main computational burden of MQHOA.The independence of sampling operation constructs MAHOA’s parallelism.Parallel granularity was obtained by experiments of group parameter and sampling parameter,and MQHOA-P was proposed.Experiments were done in a cluster of ten nodes on six standard test functions.By changing node number,function dimension and sampling parameter,experiments of MQHOA-P’s speed-up ratio were done.The experimental results show the good performance of MQHOA-P’s speed-up ratio and expansibility.MQHOA-P can be deployed and run on multiple nodes in a large-scale cluster.
AbstractList MQHOA was a novel intelligent algorithm constructed by quantum harmonic oscillator's wave function.Sampling was the basic operation and main computational burden of MQHOA.The independence of sampling operation constructs MAHOA’s parallelism.Parallel granularity was obtained by experiments of group parameter and sampling parameter,and MQHOA-P was proposed.Experiments were done in a cluster of ten nodes on six standard test functions.By changing node number,function dimension and sampling parameter,experiments of MQHOA-P’s speed-up ratio were done.The experimental results show the good performance of MQHOA-P’s speed-up ratio and expansibility.MQHOA-P can be deployed and run on multiple nodes in a large-scale cluster.
Author Yan HUANG
Peng WANG
Kun CHENG
Feng LIU
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Snippet MQHOA was a novel intelligent algorithm constructed by quantum harmonic oscillator's wave function.Sampling was the basic operation and main computational...
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SubjectTerms algorithm parallelization
functional optimization
MQHOA
parallel granularity
speedup
Title Parallelism of multi-scale quantum harmonic oscillator algorithm
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