Is there an option to prevent "crossover" when calling highs-ipm solver via scipy.optimize.linprog? It appears that the "standalone" solver (see https://github.com/ERGO-Code/HiGHS) has an option "--run_crossover arg". I just wonder if this is reachable via Python's scipy interface?
The documentation page for linpropg does not list this as a parameter, which of course suggests the negative answer. https://docs.scipy.org/doc/scipy/reference/optimize.linprog-highs-ipm.html
Since version 1.11.1 of scipy, it is possible to pass unknown options to the solver like
run_crossover=False
. Scipy will generate a warning but the options will be passed to the solver.It is possible to check the number of iterations performed in the crossover with
sol.crossover_nit
. The result should be 0.You can check all options
HighsOptions.pxd