Q:

Global convergence versus convergence to a global

I have been reading many optimization papers and wanted to know what the difference between global convergence and convergence to a global is.  Sounds like the same thing to me. 

A:

Global convergence means that you will converge to a local optimum no matter what starting point you consider. 
Convergence to a global means you converge to a global optimum (much harder).

