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Rhinehart, RR. "Stopping and Convergence Criteria: 1-D Applications." Engineering Optimization: Applications, Methods, and Analysis. Ed. Rhinehart, RR. ASME Press, 2018.
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The optimization searches are iterative. Hopefully, they progressively move the trial solution to the vicinity of the optimum, and when close enough to x*, they stop and report their x* value.
Stopping versus Convergence Criteria6.2
Combinations of Convergence Criteria6.4
Choosing Convergence Threshold Values6.5
Other Convergence Criteria6.7
Stopping Criteria to End a Futile Search6.8
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