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From "Ryan Gaffney (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (MATH-1370) Increase efficiency of EnumeratedDistribution#probability
Date Tue, 31 May 2016 01:37:12 GMT

    [ https://issues.apache.org/jira/browse/MATH-1370?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15307069#comment-15307069
] 

Ryan Gaffney commented on MATH-1370:
------------------------------------

Sorry I was being a derp, you are totally right.  (As a rule of thumb I should actually try
what I am saying before commenting.)

Updated the patch.

> Increase efficiency of EnumeratedDistribution#probability
> ---------------------------------------------------------
>
>                 Key: MATH-1370
>                 URL: https://issues.apache.org/jira/browse/MATH-1370
>             Project: Commons Math
>          Issue Type: Improvement
>            Reporter: Ryan Gaffney
>            Priority: Minor
>              Labels: patch, performance
>         Attachments: enum-distribution-perf-patch, enum-distribution-perf-patch.2
>
>
> There are lots of other low hanging fruit in the distribution package but unfortunately
this is the only one I got to that day.
> In the EnumeratedDistribution case, the probability() method is currently O(N) where
N denotes number of random variables, even though the random variables are fixed / known.
This change makes probability() O(1). The unlikely worst case scenario now consumes slightly
more than 2x the memory, but I do not think this would be an issue in the vast majority of
cases.
> Original PR (incorrectly against master) [here|https://github.com/apache/commons-math/pull/34].



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