我对让pyomo和gurobi在python中进行交互有问题。我正在运行一个优化问题,其中我使用pyomo来构建优化问题本身,然后使用gurobi来解决它。我一直在深入研究这些问题,但不幸的是,我没有成功地找到解决办法。我遇到了几个令我困惑的观察结果。它们是:
。
我正在运行python2.7,pyomo6.5和gurobi9.1
另外,下面是bashrc文件的外观。这是有点复杂,但我强烈地假设路径是正确的。
# User specific aliases and functions
export PATH=/usr/local/anaconda27/bin:$PATH
export LD_LIBRARY_PATH=/etc/glad-smail-liberr:$LD_LIBRARY_PATH
#export GUROBI_HOME="/opt/gurobi650/linux64"
export GUROBI_HOME="/usr/local/anaconda27"
export PATH="${PATH}:${GUROBI_HOME}/bin"
export LD_LIBRARY_PATH="${LD_LIBRARY_PATH}:${GUROBI_HOME}/lib"
export GRB_LICENSE_FILE="${GUROBI_HOME}/lib/gurobi.lic"
下面,我插入了错误消息:
WARNING:pyomo.solvers:Could not locate the 'gurobi' executable, which is required for solver gurobi
failed
Traceback (most recent call last):
File "scripts/solve_network.py", line 179, in <module>
solve_model(network)
File "scripts/solve_network.py", line 106, in solve_model
network.lopf(network.snapshots,solver_name=solver_name,solver_io=solver_io,solver_options=solver_options,extra_functionality=extra_functionality,keep_files=network.opf_keep_files,formulation=options['formulation'])
File "/usr/local/anaconda27/lib/python2.7/site-packages/pypsa-0.15.0-py2.7.egg/pypsa/opf.py", line 1673, in network_lopf
extra_postprocessing=extra_postprocessing)
File "/usr/local/anaconda27/lib/python2.7/site-packages/pypsa-0.15.0-py2.7.egg/pypsa/opf.py", line 1580, in network_lopf_solve
network.results = network.opt.solve(*args, suffixes=["dual"], keepfiles=keep_files, logfile=solver_logfile, options=solver_options)
File "/usr/local/anaconda27/lib/python2.7/site-packages/Pyomo-5.6-py2.7-linux-x86_64.egg/pyomo/opt/base/solvers.py", line 512, in solve
self.available(exception_flag=True)
File "/usr/local/anaconda27/lib/python2.7/site-packages/Pyomo-5.6-py2.7-linux-x86_64.egg/pyomo/solvers/plugins/solvers/GUROBI.py", line 155, in available
val = ILMLicensedSystemCallSolver.available(self, exception_flag)
File "/usr/local/anaconda27/lib/python2.7/site-packages/Pyomo-5.6-py2.7-linux-x86_64.egg/pyomo/opt/solver/ilmcmd.py", line 36, in available
if not pyomo.opt.solver.shellcmd.SystemCallSolver.available(self, exception_flag):
File "/usr/local/anaconda27/lib/python2.7/site-packages/Pyomo-5.6-py2.7-linux-x86_64.egg/pyomo/opt/solver/shellcmd.py", line 126, in available
raise ApplicationError(msg % self.name)
pyutilib.common._exceptions.ApplicationError: No executable found for solver 'gurobi'
此错误消息清楚地指出,pyomo无法定位gurobi isntallation。但是,我可以在没有使用pyomo的其他优化问题中使用gurobi。
我真的希望有人能让我走。
发布于 2021-03-06 20:07:02
您的GUROBI_HOME
环境变量不正确。正确的路径在上面的行中注释掉:
export GUROBI_HOME="/opt/gurobi650/linux64"
您还应该更新到Python3--不再支持版本2。
https://stackoverflow.com/questions/65992778
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