那里有太多的 MINLP 求解器，以至于这并不是一个定义明确的问题。

无论如何，您可以通过以下方式获得一些：

# Install some solvers
# GLPK probably includes GLPK_MI which does MIP
!apt-get install -y -qq glpk-utils  

# CBC does MIP
!apt-get install -y -qq coinor-cbc  

# Ipopt does MINLP
!wget -N -q "https://ampl.com/dl/open/ipopt/ipopt-linux64.zip"
!unzip -o -q ipopt-linux64

# Bonmin does MINLP by mixing CBC and Ipopt
!wget -N -q "https://ampl.com/dl/open/bonmin/bonmin-linux64.zip"
!unzip -o -q bonmin-linux64

# Couenne is another MINLP solver
!wget -N -q "https://ampl.com/dl/open/couenne/couenne-linux64.zip"
!unzip -o -q couenne-linux64

#OSQP is a fast solver for quadratic programs. This makes it available via Python
!pip install osqp

#XPRESS is a commercial solver of many sorts of programs including MIPs. This installs it along with a community license that makes it free, but only for smallish problems
!pip install xpress

完成后，求解器将位于：

glpk      /usr/bin/glpsol
cbc       /usr/bin/cbc
ipopt     /content/ipopt
bonmin    /content/bonmin
couenne   /content/couenne
osqp      available via import in Python
xpress    available via import in Python

可在此处获得对上述某些内容的进一步测试和解释。