Parameters

func : callable

bounds : sequence or `Bounds`

args : tuple, optional

strategy : str, optional

maxiter : int, optional

popsize : int, optional

tol : float, optional

mutation : float or tuple(float, float), optional

recombination : float, optional

seed : {None, int, `numpy.random.Generator`, `numpy.random.RandomState`}, optional

disp : bool, optional

callback : callable, `callback(xk, convergence=val)`, optional

polish : bool, optional

maxfun : int, optional

init : str or array-like, optional

atol : float, optional

updating : {'immediate', 'deferred'}, optional

workers : int or map-like callable, optional

constraints : {NonLinearConstraint, LinearConstraint, Bounds}

x0 : None or array-like, optional

integrality : 1-D array, optional

vectorized : bool, optional

Examples

See :

Local connectivity graph

Hover to see nodes names; edges to Self not shown, Caped at 50 nodes.

Using a canvas is more power efficient and can get hundred of nodes ; but does not allow hyperlinks; , arrows or text (beyond on hover)

SVG is more flexible but power hungry; and does not scale well to 50 + nodes.

All aboves nodes referred to, (or are referred from) current nodes; Edges from Self to other have been omitted (or all nodes would be connected to the central node "self" which is not useful). Nodes are colored by the library they belong to, and scaled with the number of references pointing them

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GitHub : /scipy/optimize/_differentialevolution.py#402
type: <class 'type'>
Commit: