I'm very interested in 3), expression handling is core to
the design of CAS.  I wonder what's your original idea
and blocked by what compiler bugs?

I'd like to see improvements on expression, but I have
no ideas on where to start...

- Qian

On 8/28/22 09:46, Waldek Hebisch wrote:
This is to let you know about my developement plans.  With
little details, as details would make it much longer.

1) Numeric special functions.  I wrote few month ago about
    Bessel functions, there is some progress here, few pieces
    are commited, few other wait as they depend on to be
    written parts.  Eventually this will replace 'sfsfun.boot'.
1a) There is also old work I did on numeric elliptic functions.
    While what is commited is quite good, there are some problems
    to fix and a few functions are missing.
2) I would like to rework our polynomial system, more preciely
    factorization and GCD.  I have found scheme which I consider
    quite promising.  It starts from some old ideas of von zur
    Gathen and Zippel with some newer additions.  The exact
    combination is probably new.  I hope that this will give
    quite good perfomance.  Drawback is that it is substantial
    work to implement and speed strongly depends on speed of
    low level routines.
2a) There is new univariate factorizer over finite fields.  Recently
    commited version in principle can handle all finite
    fields.  There is some benchmarking to do, but there
    is good chance that 'moddfact.spad' is reduntant now
    (new factorizer can factorizations done by 'moddfact.spad',
    but benchmaring is need to verify check for possible
    slowdowns).  Also, for general finite fields new
    factorizer should be more or less as good as 'ddfact.spad'.
    But in case of algebraic extentions there is faster method
    which I want to add.  And there is some work needed on
    low level routines for important special cases.
    Actually, some low level routines should be usable
    in general multivariate code, so I will probaly finish
    this before doing serious work on multivariate case.
3) I would like to reorganize our expression machinery.
    Unfortunately my original idea is blocked by bugs
    in Spad compiler.  So so I am looking at alternative
    plans.
3a) Change in expression handling is needed for integrator,
    it should improve speed and make solution to some
    problems easier.  In particular with changes expression
    structure it would be easier to solve problems caused
    by 'real'
3b) Our limit code needs improvement.  Currenly mrv_limit
    uses Gruntz method, which has some performance problems
    and does not handle all functions.  I think that I can
    improve speed and handle more functions (in particular
    all correctly handled by old limit).  But this needs
    reorganization which would be easier if changes to
    expressions machinery are done first.
3c) I would like to improve our ODE solver and transcendental
    equation solver.  For nonlinear ODE-s I have proof
    of concept code which handles well some popular classes
    of equations.  But it needs work to finish.  In case
    of transcendental equations we probably could easily
    improve equations solver quite a lot, but still,
    there is some work to do.
3d) As you probably noticed I spent a lot of effort on
    integrator.  I plan several changes, but I also
    want to improve other parts of FriCAS.
4) Spad compiler and interpreter.  I have long term plans for
    both, but major improvement to Spad compiler can not be
    done quickly and bigger changes to interpreter should be
    coordinated with complier.  In short term I limit work
    on compiler and interpreter to bugs fixes, instead spending
    most time on points above.

BTW: In last severel years various things caused me to spent
less time on FriCAS that I would like to.  I hope for best,
but just when I hoped that things will go better we got
Covid...


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