Skip to content
This repository was archived by the owner on Jul 5, 2023. It is now read-only.

Commit b2fb7bf

Browse files
ragonneauragonneau
committed
Update citations
1 parent 9ed0d9d commit b2fb7bf

File tree

2 files changed

+44
-13
lines changed

2 files changed

+44
-13
lines changed

‎docs.html

+43-12
Original file line numberDiff line numberDiff line change
@@ -176,12 +176,12 @@
176176
</a>
177177
</li>
178178

179-
<!-- Licence -->
179+
<!-- References -->
180180
<li class="nav-item section-title">
181181
<a class="nav-link active" href="#references">
182182
<span class="theme-icon-holder mr-2">
183183
<i class="fas fa-quote-left"></i>
184-
</span>References
184+
</span>Citation
185185
</a>
186186
</li>
187187

@@ -491,7 +491,6 @@ <h3>Method and options</h3>
491491
a target function value <small>\(10^{-2}\)</small>, it suffices to replace <code>pdfo(chrosen, x0)</code> in the above example by
492492
</p>
493493
<pre class="shadow-lg rounded"><code class="displayed hljs">pdfo(chrosen, x0, method='lincoa', options={'maxfev': 50, 'ftarget': 1e-2})</code></pre>
494-
495494
</section>
496495
</article>
497496

@@ -647,49 +646,81 @@ <h1>Issues <span class="docs-time d-none d-md-flex">Last update: August 23, 2021
647646
<!-- References -->
648647
<article class="docs-article" id="references">
649648
<header class="docs-header">
650-
<h1>References <span class="docs-time d-none d-md-flex">Last update: August 23, 2021</span></h1>
649+
<h1>Citation <span class="docs-time d-none d-md-flex">Last update: June 15, 2023</span></h1>
651650
</header>
652651

653652
<section class="docs-intro">
653+
<p>
654+
If you use PDFO, please cite the following paper. Note that PDFO
655+
contains improvements and bug fixes that do not exist in Powell's
656+
original code. See Subsections 4.3&ndash;4.5 of the paper below for details.
657+
</p>
658+
659+
<p>
660+
T. M. Ragonneau and Z. Zhang, <a class="theme-link" href="https://arxiv.org/pdf/2302.13246.pdf" target="_blank">PDFO: a cross-platform package for
661+
Powell's derivative-free optimization solvers</a>, <a class="theme-link" href="https://arxiv.org/abs/2302.13246" target="_blank">arXiv:2302.13246</a>, 2023.
662+
</p>
663+
664+
<pre class="shadow-lg rounded"><code class="displayed hljs">@misc{Ragonneau_Zhang_2023,
665+
title = {{PDFO}: a cross-platform package for {P}owell's derivative-free optimization solvers},
666+
author = {Ragonneau, T. M. and Zhang, Z.},
667+
howpublished = {arXiv:2302.13246},
668+
year = 2023,
669+
}</code></pre>
670+
671+
<p>
672+
In addition, references for Powell's methods are as follows.
673+
</p>
674+
654675
<p>
655676
<a class="theme-link" href="https://link.springer.com/chapter/10.1007/978-94-015-8330-5_4" target="_blank">[1]</a>
656-
M. J. D. Powell, A direct search optimization method that models the objective and constraint functions by linear interpolation, In Advances in Optimization and Numerical Analysis, eds. S. Gomez and J. P. Hennart, pages 51--67, Springer Verlag, Dordrecht, Netherlands, 1994
677+
M. J. D. Powell, A direct search optimization method that models the objective and constraint functions by linear interpolation, In Advances in Optimization and Numerical Analysis, eds. S. Gomez and J. P. Hennart, pages 51&ndash;67, Springer Verlag, Dordrecht, Netherlands, 1994
657678
</p>
658679
<p>
659680
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2000_14.ps.gz" target="_blank">[2]</a>
660-
M. J. D. Powell, UOBYQA: unconstrained optimization by quadratic approximation, <i>Math. Program.</i>, 92(B):555--582, 2002
681+
M. J. D. Powell, UOBYQA: unconstrained optimization by quadratic approximation, <i>Math. Program.</i>, 92(B):555&ndash;582, 2002
661682
</p>
662683
<p>
663684
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2002_08.ps.gz" target="_blank">[3]</a>
664-
M. J. D. Powell, Least Frobenius norm updating of quadratic models that satisfy interpolation conditions. <i>Math. Program.</i>, 100:183--215, 2004
685+
M. J. D. Powell, Least Frobenius norm updating of quadratic models that satisfy interpolation conditions. <i>Math. Program.</i>, 100:183&ndash;215, 2004
665686
</p>
666687
<p>
667688
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2003_03.ps.gz" target="_blank">[4]</a>
668-
M. J. D. Powell, On the use of quadratic models in unconstrained minimization without derivatives, <i>Optim. Methods Softw.</i>, 19:399--411, 2004
689+
M. J. D. Powell, On the use of quadratic models in unconstrained minimization without derivatives, <i>Optim. Methods Softw.</i>, 19:399&ndash;411, 2004
669690
</p>
670691
<p>
671692
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2004_01.pdf" target="_blank">[5]</a>
672-
M. J. D. Powell, On updating the inverse of a KKT matrix, in <i>Numerical Linear Algebra and Optimization</i>, ed. Ya-xiang Yuan, Science Press (Beijing), pp. 56--78, 2004
693+
M. J. D. Powell, On updating the inverse of a KKT matrix, in <i>Numerical Linear Algebra and Optimization</i>, ed. Ya-xiang Yuan, Science Press (Beijing), pp. 56&ndash;78, 2004
673694
</p>
674695
<p>
675696
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2004_08.pdf" target="_blank">[6]</a>
676-
M. J. D. Powell, The NEWUOA software for unconstrained optimization without derivatives, In <i>Large-Scale Nonlinear Optimization</i>, eds. G. Di Pillo and M. Roma, pages 255--297, Springer, New York, US, 2006
697+
M. J. D. Powell, The NEWUOA software for unconstrained optimization without derivatives, In <i>Large-Scale Nonlinear Optimization</i>, eds. G. Di Pillo and M. Roma, pages 255&ndash;297, Springer, New York, US, 2006
677698
</p>
678699
<p>
679700
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2007_03.pdf" target="_blank">[7]</a>
680701
M. J. D. Powell, A view of algorithms for optimization without derivatives, Technical Report DAMTP 2007/NA63, Department of Applied Mathematics and Theoretical Physics, Cambridge University, Cambridge, UK, 2007
681702
</p>
682703
<p>
683704
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2007_05.pdf" target="_blank">[8]</a>
684-
M. J. D. Powell, Developments of NEWUOA for minimization without derivatives, <i>IMA J. Numer. Anal.</i>, 28:649--664, 2008
705+
M. J. D. Powell, Developments of NEWUOA for minimization without derivatives, <i>IMA J. Numer. Anal.</i>, 28:649&ndash;664, 2008
685706
</p>
686707
<p>
687708
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2009_06.pdf" target="_blank">[9]</a>
688709
M. J. D. Powell, The BOBYQA algorithm for bound constrained optimization without derivatives, Technical Report DAMTP 2009/NA06, Department of Applied Mathematics and Theoretical Physics, Cambridge University, Cambridge, UK, 2009
689710
</p>
690711
<p>
691712
<a class="theme-link" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2014_02.pdf" target="_blank">[10]</a>
692-
M. J. D. Powell, On fast trust region methods for quadratic models with linear constraints, <i>Math. Program. Comput.</i>, 7:237--267, 2015
713+
M. J. D. Powell, On fast trust region methods for quadratic models with linear constraints, <i>Math. Program. Comput.</i>, 7:237&ndash;267, 2015
714+
</p>
715+
<p>
716+
<a class="theme-link" href="https://tomragonneau.com/documents/thesis.pdf" target="_blank">[11]</a>
717+
T. M. Ragonneau. <i>Model-Based Derivative-Free Optimization Methods and Software</i>, Chapter 3. PhD thesis, The Hong Kong Polytechnic University, Hong Kong SAR, China, 2022.
718+
</p>
719+
<p>
720+
<a class="theme-link" href="http://www.libprima.net" target="_blank">[12]</a>
721+
Z. Zhang, PRIMA: Reference Implementation for Powell's Methods
722+
with Modernization and Amelioration, available at
723+
<a class="theme-link" href="http://www.libprima.net" target="_blank">http://www.libprima.net</a>, 2023.
693724
</p>
694725

695726
<h2>Remarks</h2>

‎index.html

+1-1
Original file line numberDiff line numberDiff line change
@@ -216,7 +216,7 @@ <h5 class="card-title mb-3">
216216
<span class="theme-icon-holder card-icon-holder mr-2">
217217
<i class="fas fa-quote-left"></i>
218218
</span>
219-
<span class="card-title-text">References</span>
219+
<span class="card-title-text">Citation</span>
220220
</h5>
221221
<a class="card-link-mask" href="docs.html#references"></a>
222222
</div>

0 commit comments

Comments
 (0)