msolveRealSolutions -- compute all real solutions to a zero dimensional system using symbolic methods

Usage:

msolveRealSolutions(I)

msolveRealSolutions(I, K)
Inputs:
- I, an ideal, which is zero dimensional, in a polynomial ring with coefficients over QQ
- K, a ring or an instance of the type RingFamily, the field to find answers in, which must be one of QQi (default), QQ, RR, or RRi (possibly with specified precision)
Optional inputs:
- Threads => an integer, default value 5, number of processor threads to use;
- Verbosity => an integer, default value 0, level of verbosity between 0, 1, and 2;
Outputs:
- a list, of lists; each entry in the list consists of a list representing the coordinates of a solution. By default each solution coordinate value is also represented by a rational interval consisting of a two element list of rational numbers, {a, b}, this means that that coordinate of the solution has a value greater than or equal to a and less than or equal to b. This interval is computed symbolically and its correctness is guaranteed by exact methods.

Description

This functions uses the msolve package to compute the real solutions to a zero dimensional polynomial ideal with either integer or rational coefficients.

The second input is optional, and indicates the alternative ways to provide output either using an exact rational interval QQi, a real interval RRi, or by taking a rational or real approximation of the midpoint of the intervals.

i1 : R = QQ[x,y]

o1 = R

o1 : PolynomialRing

i2 : I = ideal {(x-1)*x, y^2-5}

             2       2
o2 = ideal (x  - x, y  - 5)

o2 : Ideal of R

i3 : rationalIntervalSols = msolveRealSolutions I

        18446744073709551615  18446744073709551617    41248173712355948587 
o3 = {{{--------------------, --------------------}, {--------------------,
        18446744073709551616  18446744073709551616    18446744073709551616 
     ------------------------------------------------------------------------
     41248173712355948589                  4777175695879208551           
     --------------------}}, {{- ---------------------------------------,
     18446744073709551616        340282366920938463463374607431768211456 
     ------------------------------------------------------------------------
               7030826425098817999              5156021714044493573 
     ---------------------------------------}, {-------------------,
     340282366920938463463374607431768211456    2305843009213693952 
     ------------------------------------------------------------------------
     2578010857022246787      9223372036854775807  18446744073709551619     
     -------------------}}, {{-------------------, --------------------}, {-
     1152921504606846976      9223372036854775808  18446744073709551616     
     ------------------------------------------------------------------------
     41248173712355948595    10312043428088987145       
     --------------------, - --------------------}}, {{-
     18446744073709551616     4611686018427387904       
     ------------------------------------------------------------------------
                217097306260001813           
     ---------------------------------------,
     340282366920938463463374607431768211456 
     ------------------------------------------------------------------------
                1797103304179143                 10312043428088987147   
     --------------------------------------}, {- --------------------, -
     10633823966279326983230456482242756608       4611686018427387904   
     ------------------------------------------------------------------------
     41248173712355948587
     --------------------}}}
     18446744073709551616

o3 : List

i4 : rationalApproxSols = msolveRealSolutions(I, QQ)

          10312043428088987147              281706341152451181           
o4 = {{1, --------------------}, {--------------------------------------,
           4611686018427387904    85070591730234615865843651857942052864 
     ------------------------------------------------------------------------
     10312043428088987147    36893488147419103233    82496347424711897175  
     --------------------}, {--------------------, - --------------------},
      4611686018427387904    36893488147419103232    36893488147419103232  
     ------------------------------------------------------------------------
                   159590000526269237              82496347424711897175
     {- ---------------------------------------, - --------------------}}
        680564733841876926926749214863536422912    36893488147419103232

o4 : List

i5 : floatIntervalSols = msolveRealSolutions(I, RRi)

o5 = {{[1,1], [2.23607,2.23607]}, {[-1.40389e-20,2.06617e-20],
     ------------------------------------------------------------------------
     [2.23607,2.23607]}, {[1,1], [-2.23607,-2.23607]},
     ------------------------------------------------------------------------
     {[-6.37992e-22,1.68999e-22], [-2.23607,-2.23607]}}

o5 : List

i6 : floatIntervalSols = msolveRealSolutions(I, RRi_10)

o6 = {{[.999999,1], [2.23606,2.23607]}, {[-1.0763e-8,2.73922e-8],
     ------------------------------------------------------------------------
     [2.23607,2.23607]}, {[.999999,1], [-2.23607,-2.23607]},
     ------------------------------------------------------------------------
     {[-1.36471e-7,9.06775e-8], [-2.23607,-2.23607]}}

o6 : List

i7 : floatApproxSols = msolveRealSolutions(I, RR)

o7 = {{1, 2.23607}, {3.31144e-21, 2.23607}, {1, -2.23607}, {-2.34496e-22,
     ------------------------------------------------------------------------
     -2.23607}}

o7 : List

i8 : floatApproxSols = msolveRealSolutions(I, RR_10)

o8 = {{1, 2.23607}, {8.3146e-9, 2.23607}, {1, -2.23607}, {-2.28965e-8,
     ------------------------------------------------------------------------
     -2.23607}}

o8 : List

Note in cases where solutions have multiplicity this is not reflected in the output. While the solver does not return multiplicities, it reliably outputs the verified isolating intervals for multiple solutions.

i9 : I = ideal {(x-1)*x^3, (y^2-5)^2}

             4    3   4      2
o9 = ideal (x  - x , y  - 10y  + 25)

o9 : Ideal of R

i10 : floatApproxSols = msolveRealSolutions(I, RRi)

o10 = {{[1,1], [2.23607,2.23607]}, {[-1.40389e-20,2.06617e-20],
      -----------------------------------------------------------------------
      [2.23607,2.23607]}, {[1,1], [-2.23607,-2.23607]},
      -----------------------------------------------------------------------
      {[-6.37992e-22,1.68999e-22], [-2.23607,-2.23607]}}

o10 : List

Ways to use msolveRealSolutions:

msolveRealSolutions(Ideal)
msolveRealSolutions(Ideal,Ring)
msolveRealSolutions(Ideal,RingFamily)

For the programmer

The object msolveRealSolutions is a method function with options.

The source of this document is in Msolve.m2:644:0.