simpeg.optimization.Minimize#

class simpeg.optimization.Minimize(**kwargs)[source]#

Minimize is a general class for derivative based optimization.

Attributes

A used defined callback function.

Methods

`doEndIteration`(xt)	Operation called at the end of each minimize iteration.
`doStartIteration`()	Called at the start of each minimize iteration. If you have things that also need to run in the method doStartIteration, you can create a method::.
`findSearchDirection`()	Return the direction to search along for a minimum value.
`finish`()	Called at the end of the optimization. If you have things that also need to run in the method finish, you can create a method::.
`minimize`(evalFunction, x0)	Minimizes the function (evalFunction) starting at the location x0.
`modifySearchDirection`(p)	Changes the search direction based on some sort of linesearch or trust-region criteria.
`modifySearchDirectionBreak`(p)	Called if modifySearchDirection fails to find a descent direction.
`printDone`([inLS])	Called at the end of the optimization routine.
`printInit`([inLS])	Called at the beginning of the optimization routine.
`printIter`([inLS])	Called directly after function evaluations.
`projection`(p)	Projects a model onto bounds (if given)
`scaleSearchDirection`(p)	Scales the search direction if appropriate.
`startup`(x0)	Called at the start of any new minimize call.