#15827: Fast check for linear dependence
-------------------------------------+-------------------------------------
       Reporter:  tscrim             |        Owner:  tscrim
           Type:  enhancement        |       Status:  needs_review
       Priority:  major              |    Milestone:  sage-6.2
      Component:  linear algebra     |   Resolution:
       Keywords:  linear dependence  |    Merged in:
  check                              |    Reviewers:
        Authors:  Travis Scrimshaw   |  Work issues:
Report Upstream:  N/A                |       Commit:
         Branch:                     |  c3e72445517e297998cf9adbdb13852b7e88acc0
  public/linear_algebra/linear_dep_check-15827|     Stopgaps:
   Dependencies:                     |
-------------------------------------+-------------------------------------
Changes (by tscrim):

 * status:  new => needs_review
 * commit:   => c3e72445517e297998cf9adbdb13852b7e88acc0
 * branch:   => public/linear_algebra/linear_dep_check-15827


Comment:

 There might be even faster algorithms out there, but this is much faster
 than how I was doing it before:
 {{{
 sage: M = QQ^3
 sage: vecs = [M([1,2,3]), M([4,5,6]), M([3,3,3])]
 sage: %timeit len(M.linear_dependence(vecs)) > 0
 100 loops, best of 3: 5.71 ms per loop

 sage: %timeit M.are_linearly_dependent(vecs)
 1000 loops, best of 3: 530 us per loop
 }}}
 ----
 New commits:
 
||[http://git.sagemath.org/sage.git/commit/?id=c3e72445517e297998cf9adbdb13852b7e88acc0
 c3e7244]||{{{Added are_linearly_dependent.}}}||

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Ticket URL: <http://trac.sagemath.org/ticket/15827#comment:1>
Sage <http://www.sagemath.org>
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