A C implementation for computing Dixon resultants and solving polynomial systems over finite fields and the rationals ℚ, based on the FLINT and PML libraries.
Website: https://drsolve.github.io
- Dixon resultant computation for variable elimination
- Polynomial system solver for n×n systems
- Dixon with triangular ideal reduction
- Finite fields:
- Prime fields F_p (any size): Implemented with FLINT modular arithmetic, optionally accelerated by PML.
- Extension fields F_{p^k}: Further optimized for binary fields F_{2^n} with n in {8, 16, 32, 64, 128}.
- Rational field ℚ: Rational reconstruction via multi-prime CRT. Set field_size = 0 to enable.
- Complexity analysis — estimates Dixon matrix size, Bezout degree bound, and operation count before computing
- Command line input or file input. Automatic output to solution files
- FLINT (recommended version: 3.5.0)
https://github.com/flintlib/flint
git clone https://github.com/flintlib/flint.git && cd flint
./bootstrap.sh
./configure
make
make install- PML (built in)
https://github.com/vneiger/pml
git clone https://github.com/drsolve/drsolve.git && cd drsolve
./configure
make
make check # optional
make install # optionalFor more options, run ./configure --help or make help.
We also provide a Windows GUI at drsolve-win or drsolve-cross.
./drsolve "polynomials" "eliminate_vars" field_size
./drsolve -o output.dr "polynomials" "eliminate_vars" field_sizeExamples:
./drsolve "x+y+z, x*y+y*z+z*x, x*y*z+1" "x,y" 257
./drsolve -o output.dr "x^2+y^2+z^2-1, x^2+y^2-2*z^2, x+y+z" "x,y" 0./drsolve "polynomials" field_size
./drsolve -s "polynomials" field_size-s is the short form of solver mode. --solve still works for compatibility, and is optional when only "polynomials" field_size are provided.
Example:
./drsolve -s "x^2 + y^2 + z^2 - 6, x + y + z - 4, x*y*z - x - 1" 257Without flags, drsolve inspects the first non-space character of line 1:
- digit => solver mode
- otherwise => elimination mode
Line 1 : variables to ELIMINATE (comma-separated)
Line 2 : field size (prime or p^k; use 0 for Q; generator defaults to 't')
Line 3+: polynomials (comma-separated, may span multiple lines)
(#eliminate = #equations - 1)
Example:
# example.dr
x0,x1
257
x0^3+x1^3+x2^3, x0*x1+x1*x2+x2*x1, x1*x2*x0+1Run:
./drsolve example.dr
./drsolve -f example.dr -o my_result.drLine 1 : field size
Line 2+: polynomials
(n equations in n variables)
Example:
# example_solve.dr
257
x^2+y^2+z^2-6, x+y+z-4, x*y*z-x-1Run:
./drsolve example_solve.dr
./drsolve -s -f example_solve.dr -o my_solutions.dr./drsolve -v 0 <arguments>
./drsolve -v 1 <arguments>
./drsolve -v 2 <arguments>
./drsolve -v 3 <arguments>-v 0 prints nothing but still writes the output file. -v 1 is the default. -v 2 restores the debug-level console output and timing. -v 3 additionally dumps small intermediate matrices.
For --comp: -v 0 prints only the final overall complexity, -v 1 prints the per-step / per-method summary, -v 2 adds formulas and parameter values, and -v 3 adds extra detail.
Example:
./drsolve -v 2 -f in.dr -o out.drEstimates the difficulty of a Dixon resultant computation without performing it. Reports equation count, variable count, degree sequence, Dixon matrix size (via Hessenberg recurrence), Bezout degree bound, and complexity in bits.
./drsolve --comp "polynomials" "eliminate_vars" field_size
./drsolve -c "polynomials" "eliminate_vars" field_size
./drsolve --comp -f example.dr -o report.drExamples:
./drsolve --comp "x^3+y^3+z^3, x^2*y+y^2*z+z^2*x, x+y+z-1" "x,y" 257Custom omega — set the matrix-multiplication exponent used in the complexity formula (default: 2.3):
./drsolve --comp --omega 2.373 "polynomials" "eliminate_vars" field_size
./drsolve -c -w 2.0 "polynomials" "eliminate_vars" field_sizeFile input uses the same elimination-file format shown above:
./drsolve --comp example.dr # default output: out/example_comp.dr
./drsolve --comp -f example.dr -o report.dr./drsolve "x + y^2 + t, x*y + t*y + 1" "y" 2^8The default settings use t as the extension field generator and FLINT's built-in field polynomial.
./drsolve -s "x^2 + t*y, x*y + t^2" "2^8: t^8 + t^4 + t^3 + t + 1"(with AES custom polynomial for F_256)
./drsolve --ideal "ideal_generators" "polynomials" "eliminate_vars" field_size
./drsolve --ideal -f input.dr -o output.drExample:
./drsolve --ideal "a2^3=2*a1+1, a3^3=a1*a2+3" "a1^2+a2^2+a3^2-10, a3^3-a1*a2-3" "a3" 257After each multiplication, reduces x^q -> x for every variable.
./drsolve --field-equation "polynomials" "eliminate_vars" field_size
./drsolve --field-equation -r "[d1,d2,...,dn]" field_sizeExample:
./drsolve --field-equation "x0*x2+x1, x0*x1*x2+x2+1, x1*x2+x0+1" "x0,x1" 2
./drsolve --field-equation -r [3]*5 2./drsolve --method <num> --threads <num> <args>
./drsolve --dixon <args>
./drsolve --macaulay <args>
./drsolve --subres <args>Available methods: 0. Recursive; 1. Kronecker+HNF; 2. Interpolation; 3. sparse interpolation; 5. fast recursive Dixon construction.
For convenience, 2 equations + 1 elimination variable auto-enable --subres, and 3/4 equations with standard Dixon shape auto-enable the fast recursive Dixon construction unless a method is explicitly selected.
Note: Only the Interpolation method supports multi-threading. The default method HNF or sparse interpolation does not support parallel acceleration.
Generate random polynomial systems with specified degrees for testing and benchmarking.
./drsolve --random "[d1,d2,...,dn]" field_size
./drsolve -r "[d]*n" field_size[d1,d2,...,dn]: degree list (comma-separated) for n polynomials[d]*n: all n polynomials have same degree dfield_size: field size (prime or extension); use0for Q
# Random + Dixon elimination
./drsolve -r -s "[d1,...,dn]" field_size
# Random + complexity analysis
./drsolve -r --comp "[d]*n" field_size
./drsolve -r -c --omega 2.373 "[4]*5" 257 # custom omega
# Random + Dixon with ideal reduction
./drsolve -r "[d1,d2,d3]" "ideal_generators" field_size# 3 polynomials (deg 3,3,2) in GF(257)
./drsolve --random "[3,3,2]" 257
# Solve 3 quadratic system in GF(257)
./drsolve -r -s "[2]*3" 257
# Complexity analysis of 4 quartic polynomials
./drsolve -r --comp --omega 2.373 "[4]*4" 257drsolve_sage_interface.sage lets you call DRsolve directly from SageMath with Sage polynomial objects.
- Load the interface with
load("drsolve_sage_interface.sage"), then set the binary path once withset_dixon_path("./drsolve"). - Main entry points:
DixonRes(F, elim_vars, ...)/DixonResultant(...)DixonSolve(F, ...)DixonComplexity(F, elim_vars, ...)DixonIdeal(F, ideal_gens, elim_vars, ...)
- Common options include
field_size,verbosity,time,threads,debug,live_output, andtimeout. field_sizemay be an integer prime, a string such as"2^8"or"2^8: t^8+t^4+t^3+t+1", a SageGF(...)object, or0for ℚ. If omitted, it is inferred from the Sage polynomial ring when possible.- Resultants are returned as strings, so iterative elimination works naturally by feeding one
DixonRes(...)output into the next call. - For a fuller Sage reference with examples and options, see
index.txtor the top docstring indrsolve_sage_interface.sage.
| Mode | Command-line input | File input example.dr |
|---|---|---|
| Dixon / Solver | out/solution_YYYYMMDD_HHMMSS.dr |
out/example_solution.dr |
| Complexity | out/comp_YYYYMMDD_HHMMSS.dr |
out/example_comp.dr |
Each output file contains field information, input polynomials, computation time, and the resultant, solutions, or complexity report.
- Equation count, variable list, elimination variable list, remaining variables
- Degree sequence of input polynomials
- Bezout bound (product of degrees)
- Dixon matrix size (Hessenberg recurrence)
- Resultant degree estimate
- Complexity in log₂ bits (with the omega value used)
- All computation modes generate a solution/report file by default under
out/ - Use
-o output.drto override the default output filename - Extension fields are slower than prime fields due to polynomial arithmetic
- The optional PML library only accelerates well-determined systems over prime fields
- Complexity analysis does not run any polynomial arithmetic; it parses only
- Over Q (field_size=0),
--idealand--field-equationare not supported
| Feature | F_p (p<2^63) | F_p (p>2^63) | F_{p^k} (p<2^63) | Q |
|---|---|---|---|---|
| Dixon resultant | ✅ | ✅ | ✅ | ✅ |
Complexity analysis (--comp) |
✅ | ✅ | ✅ | ✅ |
Random mode (-r) |
✅ | ✅ | ✅ | ✅ |
Polynomial solver (-s / --solve) |
✅ | ✅ | ✅ | ✅ |
Ideal reduction (--ideal) |
✅ | ❌ | ✅ | ❌ |
| Field-equation reduction | ✅ | ❌ | ✅ | ❌ |
| PML acceleration | ✅ | ✅ | ❌ | ✅ |
DRSolve is distributed under the GNU General Public License version 2.0 (GPL-2.0-or-later). See the file COPYING.