meaning of the given genetic algorithm non linear integer problem plot?

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my genetic algorithm problem had the following plot, the stallgenlimit was set to '50' but the same best value continued to more than 50 generations but optimisation didn't terminate, thats why i needed to terminate the optimisation externally myself.when does such happen? what does the break in the attached picture of penalty value plot mean?

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Alan Weiss
Alan Weiss 2017-8-10
Alan Weiss
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