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Gap does not reduce beyond a certain percentage in a MIP

Posted: Wed Jan 12, 2022 9:08 am
by parag_patil
Dear all,

I am solving an MIP problem. It is considerably large. While the gap reduces initially, (from 375 to 14 %). Beyond this, it does not move forward.

Can you please let me know, what can I do? I have already tried many cplex parameters. But are not fruitful.
log_file_reference.txt
This is the reference log file, where the gap is stuck at a certain percentage for a long time
(40.12 KiB) Downloaded 194 times

Solver is CPLEX

Re: Gap does not reduce beyond a certain percentage in a MIP

Posted: Thu Jan 13, 2022 9:15 am
by bussieck
MIP is a difficult (NP hard) problem class and there is no guarantee that you will be able to solve a MIP of this size to global optimality in reasonable time. You can work on the formulation etc. No easy solution.

-Michael