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exponential matrix exp(A)

asked 2012-03-08 09:51:07 +0200

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What is the maximum size of a square matrix A to calculate exp(A)

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answered 2012-03-08 11:58:25 +0200

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I don't think there are any hard-coded size limits.

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answered 2012-03-08 13:30:35 +0200

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At the same time, experimentation with random_matrix(ZZ,i,i) suggests that Maxima hits a wall with this already when i=4. RR doesn't look much better, and

sage: m = random_matrix(RDF,4,4)
sage: m.exp?

basically says as much. But

sage: m = random_matrix(RDF,4,4)
sage: exp(m)
[ 0.360479628838 -0.145794589097    1.4781378783  0.316593839994]
[ 0.317770329736 0.0984841855079 -0.733966866354 -0.820812967827]
[ -1.58402218787  0.783288361066  0.965206766202  0.919221986577]
[-0.254553742946  0.837705408602  -2.47262343564   1.63085510321]
sage: m = random_matrix(RDF,10,10)
sage: exp(m)

looks much better. So the answer to your question depends on what you are exactly looking for.

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Indeed, using RDF or CDF will probably scale *much* better.

Jason Grout gravatar imageJason Grout ( 2012-03-10 09:59:31 +0200 )edit

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Asked: 2012-03-08 09:51:07 +0200

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Last updated: Mar 08 '12