#18311: Improve radical_basis and cartan_invariants_matrix for a finite 
dimensional
algebra
-------------------------------------+-------------------------------------
       Reporter:  nthiery            |        Owner:
           Type:  enhancement        |       Status:  new
       Priority:  major              |    Milestone:  sage-6.7
      Component:  algebra            |   Resolution:
       Keywords:                     |    Merged in:
        Authors:  Nicolas M. ThiƩry  |    Reviewers:
Report Upstream:  N/A                |  Work issues:
         Branch:                     |       Commit:
  u/nthiery/representation_theory/finite_dimensional_algebras-18311|  
50867d895544ee5a449423bde74440ea8470f9ee
   Dependencies:  18310, 6484        |     Stopgaps:
-------------------------------------+-------------------------------------
Changes (by nthiery):

 * commit:   => 50867d895544ee5a449423bde74440ea8470f9ee
 * dependencies:   => 18310, 6484


Old description:

> This ticket improves the algorithmic complexity (`n^4` to `n^3` for
> `radical_basis`) and further optimizes the code for computing the
> radical and the Cartan invariants matrix.
>
> Without:
> {{{
> sage: A = HeckeMonoid(SymmetricGroup(5)).algebra(QQ)
> sage: %time len(A.radical_basis())
> CPU times: user 4.25 s, sys: 45.1 ms, total: 4.3 s
> Wall time: 4.26 s
> 104
> sage: %time A.cartan_invariants_matrix()
> CPU times: user 45.2 s, sys: 267 ms, total: 45.4 s
> Wall time: 45.5 s
> }}}
>
> With:
> {{{
> sage: A = HeckeMonoid(SymmetricGroup(5)).algebra(QQ)
> sage: %time len(A.radical_basis())
> CPU times: user 418 ms, sys: 29.5 ms, total: 447 ms
> Wall time: 422 ms
> 104
> sage: %time A.cartan_invariants_matrix_by_characters()
> CPU times: user 9.39 s, sys: 208 ms, total: 9.6 s
> Wall time: 9.53 s
> }}}
>
> (the above examples do not use that this is a monoid algebra, though
> of course the sparsity helps).

New description:

 This ticket improves the algorithmic complexity (`n^4` to `n^3` for
 `radical_basis`) and further optimizes the code for computing the
 radical and the Cartan invariants matrix.

 Without:
 {{{
 sage: A = HeckeMonoid(SymmetricGroup(5)).algebra(QQ)
 sage: %time len(A.radical_basis())
 CPU times: user 4.25 s, sys: 45.1 ms, total: 4.3 s
 Wall time: 4.26 s
 104
 sage: %time A.cartan_invariants_matrix()
 CPU times: user 45.2 s, sys: 267 ms, total: 45.4 s
 Wall time: 45.5 s
 }}}

 With:
 {{{
 sage: A = HeckeMonoid(SymmetricGroup(5)).algebra(QQ)
 sage: %time len(A.radical_basis())
 CPU times: user 418 ms, sys: 29.5 ms, total: 447 ms
 Wall time: 422 ms
 104
 sage: %time A.cartan_invariants_matrix_by_characters()
 CPU times: user 9.39 s, sys: 208 ms, total: 9.6 s
 Wall time: 9.53 s
 }}}

 (the above examples do not use that this is a monoid algebra, though
 of course the sparsity helps).

 The dependency on #6484 is only for speed.

--

Comment:

 Last 10 new commits:
 
||[http://git.sagemath.org/sage.git/commit/?id=cba7c8d1adcad21ace893b5827777348c2e486ef
 cba7c8d]||{{{17696: factored out of the examples a basic implementation of
 the 0-Hecke monoid}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=6e81e4b500f7698446fd19de792744a33667eafa
 6e81e4b]||{{{16659: proofreading and little additions to the doc; small
 refactoring of the code}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=19756de9e9367efc85add11872bbf03d873b948f
 19756de]||{{{16659: minor line-split in the doc}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=fd8e1ad375037e078905ae220bc9e543d65a67be
 fd8e1ad]||{{{16659: refactored _orthogonal_decomposition and updated
 doctests accordingly}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=cc327efe6f3a221ae089d68558e5296cc9fc295c
 cc327ef]||{{{16659: improved documentation for
 _orthogonal_decomposition}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=e00dfdb8c49ba0105922aeeabab5bcb234bceaf0
 e00dfdb]||{{{16659: improved documentation for
 _orthogonal_decomposition}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=cce7d3db05f6f10fec8c19a055987c61eee4b771
 cce7d3d]||{{{17696: added crosslinks}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=faf83a1380dde69c2dfd7849c1b8b8d24dcbecd6
 faf83a1]||{{{16659: added missing hecke_monoid.py file}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=223e55834daf91167b517b7c80f0af92ef627fba
 223e558]||{{{18310: Finite dimensional modules with basis: improved
 conversions to vectors and matrices}}}||
 
||[http://git.sagemath.org/sage.git/commit/?id=50867d895544ee5a449423bde74440ea8470f9ee
 50867d8]||{{{18311: O(n^3) algorithm for radical_basis in char 0 and
 faster Cartan invariants matrix by characters}}}||

--
Ticket URL: <http://trac.sagemath.org/ticket/18311#comment:3>
Sage <http://www.sagemath.org>
Sage: Creating a Viable Open Source Alternative to Magma, Maple, Mathematica, 
and MATLAB

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