FittingOptions
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Dialog
:/res/ball.ico:/res/ball.ico
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Fit Algorithms
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QComboBox::AdjustToContents
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QFrame::NoFrame
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DREAM
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Samples:
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<html><head/><body><p>Number of points to be drawn from the Markov chain.</p></body></html>
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Burn-in Steps:
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<html><head/><body><p>The number of iterations to required for the Markov chain to converge to the equilibrium distribution.</p></body></html>
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Population:
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<html><head/><body><p>The size of the population.</p></body></html>
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Initializer:
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<html><head/><body><p><span style=" font-style:italic;">Initializer</span> determines how the population will be initialized. The options are as follows:</p><p><span style=" font-style:italic;">eps</span> (epsilon ball), in which the entire initial population is chosen at random from within a tiny hypersphere centered about the initial point</p><p><span style=" font-style:italic;">lhs</span> (latin hypersquare), which chops the bounds within each dimension in <span style=" font-weight:600;">k</span> equal sized chunks where <span style=" font-weight:600;">k</span> is the size of the population and makes sure that each parameter has at least one value within each chunk across the population.</p><p><span style=" font-style:italic;">cov</span> (covariance matrix), in which the uncertainty is estimated using the covariance matrix at the initial point, and points are selected at random from the corresponding gaussian ellipsoid</p><p><span style=" font-style:italic;">random</span> (uniform random), in which the points are selected at random within the bounds of the parameters</p></body></html>
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eps
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lhs
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cov
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random
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Thinning:
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<html><head/><body><p>The amount of thinning to use when collecting the population.</p></body></html>
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Steps:
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<html><head/><body><p>Determines the number of iterations to use for drawing samples after burn in.</p></body></html>
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Qt::Vertical
20
268
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Levenberg
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Steps:
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<html><head/><body><p>The number of gradient steps to take.</p></body></html>
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f(x) tolerance:
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<html><head/><body><p>Used to determine when the fit has reached the point where no significant improvement is expected.</p></body></html>
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x tolerance:
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<html><head/><body><p>Used to determine when the fit has reached the point where no significant improvement is expected.</p></body></html>
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Qt::Vertical
20
434
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Quasi-Newton BFGS
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Steps:
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<html><head/><body><p>The number of gradient steps to take.</p></body></html>
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Starts:
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<html><head/><body><p>Value thattells the optimizer to restart a given number of times. Each time it restarts it uses a random starting point.</p></body></html>
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f(x) tolerance:
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<html><head/><body><p>Used to determine when the fit has reached the point where no significant improvement is expected.</p></body></html>
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x tolerance:
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<html><head/><body><p>Used to determine when the fit has reached the point where no significant improvement is expected.</p></body></html>
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Qt::Vertical
20
68
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Differential Evolution
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Steps:
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<html><head/><body><p>The number of iterations.</p></body></html>
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Population:
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Crossover ratio:
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<html><head/><body><p>The size of the population.</p></body></html>
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Scale:
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<html><head/><body><p>Determines how much to scale each difference vector before adding it to the candidate point.</p></body></html>
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f(x) tolerance:
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<html><head/><body><p>Used to determine when the fit has reached the point where no significant improvement is expected.</p></body></html>
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x tolerance:
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<html><head/><body><p>Used to determine when the fit has reached the point where no significant improvement is expected.</p></body></html>
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Qt::Vertical
20
356
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Nelder-Mead Simplex
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Steps:
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<html><head/><body><p>The number of simplex update iterations to perform.</p></body></html>
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Starts:
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<html><head/><body><p>Tells the optimizer to restart a given number of times. Each time it restarts it uses a random starting point.</p></body></html>
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Simplex radius:
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<html><head/><body><p>The initial size of the simplex, as a portion of the bounds defining the parameter space.</p></body></html>
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f(x) tolerance:
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<html><head/><body><p>Used to determine when the fit has reached the point where no significant improvement is expected. </p></body></html>
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x tolerance:
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<html><head/><body><p>Used to determine when the fit has reached the point where no significant improvement is expected. </p></body></html>
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Qt::Vertical
20
382
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Qt::Horizontal
QDialogButtonBox::Cancel|QDialogButtonBox::Help|QDialogButtonBox::Ok
buttonBox
accepted()
FittingOptions
accept()
248
254
157
274
buttonBox
rejected()
FittingOptions
reject()
316
260
286
274