The SUMO toolbox  2018a
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calculateNeighbourhoodScore.m File Reference


function calculateNeighbourhoodScore (var s, var A, var neighbourhood)
 Calculates the score of this neighbourhood for point A. More...

Detailed Description

SUMO Lab Team
Copyright 2006-2018

This file is part of the Surrogate Modeling Toolbox ("SUMO Toolbox") and you can redistribute it and/or modify it under the terms of the GNU Affero General Public License version 3 as published by the Free Software Foundation. With the additional provision that a commercial license must be purchased if the SUMO Toolbox is used, modified, or extended in a commercial setting. For details see the included LICENSE.txt file. When referring to the SUMO Toolbox please make reference to the corresponding publication:

Contact : - Signature score = calculateNeighbourhoodScore(s, A, neighbourhood)

Function Documentation

function calculateNeighbourhoodScore ( var  s,
var  A,
var  neighbourhood 

Calculates the score of this neighbourhood for point A.

Two algorithms are used. neighbourhoodSize = 2 * dim: an optimal neighbourhood is a cross-polytope of minimal radius. other neighbourhoodSize: an optimal neighbour is minimal in average distance from A.