Originally posted by: SystemAdmin
You may be running into the architectural limitations of your system. I suspect your machine is a 32 bit system wherein the OS can only provide a maximum of 2Gbs of space to any given application (subject to further limitations). Once the application demands more memory than what the OS can provide it with, the 'out-of-memory' error is thrown.
With 1.6M variables and 1M constraints, your model is quite large. You could try setting the MemoryEmphasis paramter to true/1 and the NodeFileInd parameter to 3 and see if they help reduce the memory footprint thereby letting you solve the model on the machine. If not, the ultimate solution for large problems is to solve using a 64 bit system wherein you practically have limitless memory (subject to what the RAM can support). The CPLEX Optimization Studio contains some information about how one could deal with such situations at:
publib.boulder.ibm.com/infocenter/cosinfoc/v12r3/topic/ilog.odms.cplex.help/Content/Optimization/Documentation/Optimization_Studio/_pubskel/ps_usrmancplex1862.html
Some other tips and tricks can be found in the technote below:
http://www-01.ibm.com/support/docview.wss?uid=swg21400051 Hope this helps.
#DecisionOptimization#OPLusingCPLEXOptimizer