removed bad equation format box and fixed Typo in Noisy DFO section #12
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There was a section of the first Markdown section that wasn't rendering correctly (it showed up as format codes inside of a box).
The label on the printout of the last section (running the derivative free solver on the noisy objective functions) was mistakenly still labeled as 'No Noise'.
Also NOTE: Using Mark 27, I get Deprecated/Replace Warnings printed out every time 'bounds_bobyqa_func' was called. Very frequently. I was not able to dive into recreating this example with 'handle_solve_dfno'. Future work?