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

                                2795809011                       
o3 = {{{- ------------------------------------------------------,
          383123885216472214589586756787577295904684780545900544 
     ------------------------------------------------------------------------
                            452948303                            9603838835 
     ------------------------------------------------------}, {- ----------,
     383123885216472214589586756787577295904684780545900544      4294967296 
     ------------------------------------------------------------------------
       4801919417                             58033413                     
     - ----------}}, {{- -------------------------------------------------,
       2147483648        2923003274661805836407369665432566039311865085952 
     ------------------------------------------------------------------------
                          12038187159                        4801919417 
     ----------------------------------------------------}, {----------,
     5986310706507378352962293074805895248510699696029696    2147483648 
     ------------------------------------------------------------------------
     9603838835      8589934591  8589934593      9603838835    4801919417   
     ----------}}, {{----------, ----------}, {- ----------, - ----------}},
     4294967296      8589934592  8589934592      4294967296    2147483648   
     ------------------------------------------------------------------------
       8589934591  8589934593    4801919417  9603838835
     {{----------, ----------}, {----------, ----------}}}
       8589934592  8589934592    2147483648  4294967296

o3 : List

i4 : rationalApproxSols = msolveRealSolutions(I, QQ)

                           442070429                        19207677669      
o4 = {{-------------------------------------------------, - -----------}, {1,
       1461501637330902918203684832716283019655932542976     8589934592      
     ------------------------------------------------------------------------
       19207677669                        532313171                    
     - -----------}, {------------------------------------------------,
        8589934592    730750818665451459101842416358141509827966271488 
     ------------------------------------------------------------------------
     19207677669       19207677669
     -----------}, {1, -----------}}
      8589934592        8589934592

o4 : List

i5 : floatIntervalSols = msolveRealSolutions(I, RRi)

o5 = {{[-2.54268e-40,7.63397e-41], [-2.23607,-2.23607]}, {[1,1],
     ------------------------------------------------------------------------
     [-2.23607,-2.23607]}, {[-1.68492e-41,3.3486e-41], [2.23607,2.23607]},
     ------------------------------------------------------------------------
     {[1,1], [2.23607,2.23607]}}

o5 : List

i6 : floatIntervalSols = msolveRealSolutions(I, RRi_10)

o6 = {{[-2.56438e-42,6.84394e-42], [-2.23633,-2.23535]}, {[.999512,1.00049],
     ------------------------------------------------------------------------
     [-2.23633,-2.23535]}, {[-7.41161e-58,1.00626e-57], [2.23535,2.23633]},
     ------------------------------------------------------------------------
     {[.999512,1.00049], [2.23535,2.23633]}}

o6 : List

i7 : floatApproxSols = msolveRealSolutions(I, RR)

o7 = {{1.88872e-59, -2.23607}, {1, -2.23607}, {-9.4134e-41, 2.23607}, {1,
     ------------------------------------------------------------------------
     2.23607}}

o7 : List

i8 : floatApproxSols = msolveRealSolutions(I, RR_10)

o8 = {{-9.01315e-42, 2.23584}, {1, 2.23584}, {-4.39447e-41, -2.23584}, {1,
     ------------------------------------------------------------------------
     -2.23584}}

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 = {{[-1.6606e-40,1.81154e-40], [-2.23607,-2.23607]}, {[1,1],
      -----------------------------------------------------------------------
      [-2.23607,-2.23607]}, {[-2.33787e-40,2.43282e-40], [2.23607,2.23607]},
      -----------------------------------------------------------------------
      {[1,1], [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 /build/reproducible-path/macaulay2-1.25.06+ds/M2/Macaulay2/packages/Msolve.m2:636:0.