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A list of standard convergence criteria based on the number of iterations, the last values taken by the cost function and the associated points
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IterationCriterion A simple criterion that stops when the iteration limit is reached |
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MonotonyCriterion A simple criterion that stops when the values of the function starts to rise again |
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RelativeValueCriterion The relative criterion stops the optimization when the relative error of the value is below a certain level (ftol) |
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AbsoluteValueCriterion The absolute criterion stops the optimization when the absolute error of the value is below a certain level (ftol) |
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RelativeParametersCriterion The relative criterion stops the optimization when the relative error of the parameters is below a certain level (xtol) |
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AbsoluteParametersCriterion The absolute criterion stops the optimization when the relative error of the parameters is below a certain level (xtol) |
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GradientCriterion The gradient criterion stops the optimization when the gradient at the current point is less that a given tolerance |
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