Fixed formatting of references

Author: lindonroberts

README.rst

@@ -18,8 +18,8 @@ Py-BOBYQA is a flexible package for solving bound-constrained general objective
 
 More details about Py-BOBYQA can be found in our papers: 
 
-1. C. Cartis, J. Fiala, B. Marteau and L. Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018). 
-2. C. Cartis, L. Roberts and O. Sheridan-Methven, `Escaping local minima with derivative-free methods: a numerical investigation <https://arxiv.org/abs/1812.11343>`_, technical report, University of Oxford, (2018). 
+1. Coralia Cartis, Jan Fiala, Benjamina Marteau and Lindon Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018). 
+2. Coralia Cartis, Lindon Roberts and Oliver Sheridan-Methven, `Escaping local minima with derivative-free methods: a numerical investigation <https://arxiv.org/abs/1812.11343>`_, technical report, University of Oxford, (2018). 
 
 Please cite [1] when using Py-BOBYQA for local optimization, and [1,2] when using Py-BOBYQA's global optimization heuristic functionality. For reproducibility of all figures, please feel free to contact the authors.
 

docs/advanced.rst

@@ -79,5 +79,5 @@ References
 ----------
 
 .. [CFMR2018]   
-   C. Cartis, J. Fiala, B. Marteau and L. Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018).
+   Coralia Cartis, Jan Fiala, Benjamin Marteau and Lindon Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018).
 

docs/build/html/_sources/advanced.rst.txt

@@ -79,5 +79,5 @@ References
 ----------
 
 .. [CFMR2018]   
-   C. Cartis, J. Fiala, B. Marteau and L. Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018).
+   Coralia Cartis, Jan Fiala, Benjamin Marteau and Lindon Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018).
 

docs/build/html/_sources/index.rst.txt

@@ -23,8 +23,8 @@ That is, Py-BOBYQA solves
 
 Full details of the Py-BOBYQA algorithm are given in our papers: 
 
-1. C. Cartis, J. Fiala, B. Marteau and L. Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018). 
-2. C. Cartis, L. Roberts and O. Sheridan-Methven, `Escaping local minima with derivative-free methods: a numerical investigation <https://arxiv.org/abs/1812.11343>`_, technical report, University of Oxford, (2018). 
+1. Coralia Cartis, Jan Fiala, Benjamin Marteau and Lindon Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018). 
+2. Coralia Cartis, Lindon Roberts and Oliver Sheridan-Methven, `Escaping local minima with derivative-free methods: a numerical investigation <https://arxiv.org/abs/1812.11343>`_, technical report, University of Oxford, (2018). 
 
 Please cite [1] when using Py-BOBYQA for local optimization, and [1,2] when using Py-BOBYQA's global optimization heuristic functionality **(new in v1.1!)**.
 

docs/build/html/_sources/info.rst.txt

@@ -37,8 +37,8 @@ References
 ----------
 
 .. [CFMR2018]   
-   C. Cartis, J. Fiala, B. Marteau and L. Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018).
+   Coralia Cartis, Jan Fiala, Benjamin Marteau and Lindon Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018).
 
 .. [Powell2009]   
-   M. J. D. Powell, `The BOBYQA algorithm for bound constrained optimization without derivatives <http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2009_06.pdf>`_, technical report DAMTP 2009/NA06, University of Cambridge, (2009).
+   Michael J. D. Powell, `The BOBYQA algorithm for bound constrained optimization without derivatives <http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2009_06.pdf>`_, technical report DAMTP 2009/NA06, University of Cambridge, (2009).
 

docs/build/html/_sources/userguide.rst.txt

@@ -394,6 +394,6 @@ References
 ----------
 
 .. [CFMR2018]   
-   C. Cartis, J. Fiala, B. Marteau and L. Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018).
+   Coralia Cartis, Jan Fiala, Benjamina Marteau and Lindon Roberts, `Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers <https://arxiv.org/abs/1804.00154>`_, technical report, University of Oxford, (2018).
 .. [CRO2018]   
-   C. Cartis, L. Roberts and O. Sheridan-Methven, `Escaping local minima with derivative-free methods: a numerical investigation <https://arxiv.org/abs/1812.11343>`_, technical report, University of Oxford, (2018). 
+   Coralia Cartis, Lindon Roberts and Oliver Sheridan-Methven, `Escaping local minima with derivative-free methods: a numerical investigation <https://arxiv.org/abs/1812.11343>`_, technical report, University of Oxford, (2018). 

docs/build/html/advanced.html

@@ -269,10 +269,7 @@ <h2>References<a class="headerlink" href="#references" title="Permalink to this
 <table class="docutils citation" frame="void" id="cfmr2018" rules="none">
 <colgroup><col class="label" /><col /></colgroup>
 <tbody valign="top">
-<tr><td class="label"><a class="fn-backref" href="#id1">[CFMR2018]</a></td><td><ol class="first last upperalpha simple" start="3">
-<li>Cartis, J. Fiala, B. Marteau and L. Roberts, <a class="reference external" href="https://arxiv.org/abs/1804.00154">Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers</a>, technical report, University of Oxford, (2018).</li>
-</ol>
-</td></tr>
+<tr><td class="label"><a class="fn-backref" href="#id1">[CFMR2018]</a></td><td>Coralia Cartis, Jan Fiala, Benjamin Marteau and Lindon Roberts, <a class="reference external" href="https://arxiv.org/abs/1804.00154">Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers</a>, technical report, University of Oxford, (2018).</td></tr>
 </tbody>
 </table>
 </div>

docs/build/html/index.html

@@ -172,14 +172,8 @@ <h1>Py-BOBYQA: Derivative-Free Optimizer for Bound-Constrained Minimization<a cl
 \text{s.t.} &amp;\quad  a \leq x \leq b\end{split}\]</div>
 <p>Full details of the Py-BOBYQA algorithm are given in our papers:</p>
 <ol class="arabic simple">
-<li><ol class="first upperalpha" start="3">
-<li>Cartis, J. Fiala, B. Marteau and L. Roberts, <a class="reference external" href="https://arxiv.org/abs/1804.00154">Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers</a>, technical report, University of Oxford, (2018).</li>
-</ol>
-</li>
-<li><ol class="first upperalpha" start="3">
-<li>Cartis, L. Roberts and O. Sheridan-Methven, <a class="reference external" href="https://arxiv.org/abs/1812.11343">Escaping local minima with derivative-free methods: a numerical investigation</a>, technical report, University of Oxford, (2018).</li>
-</ol>
-</li>
+<li>Coralia Cartis, Jan Fiala, Benjamin Marteau and Lindon Roberts, <a class="reference external" href="https://arxiv.org/abs/1804.00154">Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers</a>, technical report, University of Oxford, (2018).</li>
+<li>Coralia Cartis, Lindon Roberts and Oliver Sheridan-Methven, <a class="reference external" href="https://arxiv.org/abs/1812.11343">Escaping local minima with derivative-free methods: a numerical investigation</a>, technical report, University of Oxford, (2018).</li>
 </ol>
 <p>Please cite [1] when using Py-BOBYQA for local optimization, and [1,2] when using Py-BOBYQA’s global optimization heuristic functionality <strong>(new in v1.1!)</strong>.</p>
 <p>If you are interested in solving least-squares minimization problems, you may wish to try <a class="reference external" href="https://github.com/numericalalgorithmsgroup/dfols">DFO-LS</a>, which has the same features as Py-BOBYQA (plus some more), and exploits the least-squares problem structure, so performs better on such problems.</p>

docs/build/html/info.html

@@ -193,25 +193,13 @@ <h2>References<a class="headerlink" href="#references" title="Permalink to this
 <table class="docutils citation" frame="void" id="cfmr2018" rules="none">
 <colgroup><col class="label" /><col /></colgroup>
 <tbody valign="top">
-<tr><td class="label"><a class="fn-backref" href="#id2">[CFMR2018]</a></td><td><ol class="first last upperalpha simple" start="3">
-<li>Cartis, J. Fiala, B. Marteau and L. Roberts, <a class="reference external" href="https://arxiv.org/abs/1804.00154">Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers</a>, technical report, University of Oxford, (2018).</li>
-</ol>
-</td></tr>
+<tr><td class="label"><a class="fn-backref" href="#id2">[CFMR2018]</a></td><td>Coralia Cartis, Jan Fiala, Benjamin Marteau and Lindon Roberts, <a class="reference external" href="https://arxiv.org/abs/1804.00154">Improving the Flexibility and Robustness of Model-Based Derivative-Free Optimization Solvers</a>, technical report, University of Oxford, (2018).</td></tr>
 </tbody>
 </table>
 <table class="docutils citation" frame="void" id="powell2009" rules="none">
 <colgroup><col class="label" /><col /></colgroup>
 <tbody valign="top">
-<tr><td class="label"><a class="fn-backref" href="#id1">[Powell2009]</a></td><td><ol class="first last upperalpha simple" start="13">
-<li><ol class="first upperalpha" start="10">
-<li><ol class="first upperalpha" start="4">
-<li>Powell, <a class="reference external" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2009_06.pdf">The BOBYQA algorithm for bound constrained optimization without derivatives</a>, technical report DAMTP 2009/NA06, University of Cambridge, (2009).</li>
-</ol>
-</li>
-</ol>
-</li>
-</ol>
-</td></tr>
+<tr><td class="label"><a class="fn-backref" href="#id1">[Powell2009]</a></td><td>Michael J. D. Powell, <a class="reference external" href="http://www.damtp.cam.ac.uk/user/na/NA_papers/NA2009_06.pdf">The BOBYQA algorithm for bound constrained optimization without derivatives</a>, technical report DAMTP 2009/NA06, University of Cambridge, (2009).</td></tr>
 </tbody>
 </table>
 </div>