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CHANGES.txt
View file @ 046dc357
......@@ -101,4 +101,16 @@ v 1.1.1, 29.08.15:
* Partial trace of an Affine Expression, cf. :func:`partial_trace() <picos.tools.partial_trace>`
* Bugfix for compatibility with python3 (thanks to `Sergio Callegari <http://www.unibo.it/faculty/sergio.callegari>`_)
* Initial support for the SDPA solver (with the option ``solver='sdpa'``, picos works as a wrapper around the SDPA executable based on the :func:`write_to_file() <picos.Problem.write_to_file()>` function; thanks to `Petter Wittek <http://peterwittek.com/>`_ )
* Better PEP8-compliance
\ No newline at end of file
* Better PEP8-compliance
v 1.1.2, 04.07.16:
Major release with following changes:
* Improved efficiency for the processing of large expressions.
* It is now possible to dynamically add and remove constraints, e.g. for column generation approaches, cf. :ref:`this paragraph <delcons>` for an example.
For an easier use, the function :func:`add_constraint() <picos.Problem.add_constraint()>` now returns a handle to the constraint when the option :func:`return_constraints=True <picos.Problem.set_all_options_to_default()>`
has been passed to the problem. Then, constraints can be deleted by using :func:`constraint.delete() <picos.Constraint.delete()>`.
* In previous versions, PICOS detected constraints that could be interpreted as a bound on a variable. This was creating a mess to delete constraints,
so the default behaviour is now to pass all constraints as such. To stick to the old behaviour, use the option :func:`pass_simple_cons_as_bound=True <picos.Problem.set_all_options_to_default()>`.
* New signature for the function :func:`partial_transpose() <picos.tools.partial_transpose()>`, which can now transpose arbitrary subsystems from a kronecker product.
* Corrections of minor bugs with complex expressions.
* Better support for the SDPA solver.
\ No newline at end of file
doc/RELEASE_CHECK deleted 100644 → 0
View file @ 10e730ad
lancer python ../../add_warning_notlast.py from directory /doc/full_html/x.x.x (former_version)
lancer script add_google_script directly from /doc
Changer CHANGE file
Creer dist file (python setup.py sdist upload) -> check that the doc is in the dist file ???
make html (to copy dist)
rsync to /www:
rsync -luzvr full_html/* opts1.zib.de:/www/Abt-Optimization/picos
Register on pypi (python setup.py register, username guillaume.sagnol)
sed -i 's/Picos 0\.1\.0/Picos 0\.1\.1/g' picos/*.py
et change version num dans conf.py and setup.py and __init__.py
make new directory in the full_html directory and update the symolic link "last" with the ".." trick
#git clone https://github.com/gsagnol/picos.git (to clone)
##merge master into master_github:
git checkout master_github
git merge master
##<if needed git rm of files that should not be there>
git rm doc/RELEASE_CHECK
git rm doc/_build
git rm doc/full_html
##commit and push on master_github:
git commit -a -m 'new rev'
git push origin master_github
git push github master_github
##<login with sagnol@zib.de>
git checkout master
doc/add_google_script.py deleted 100644 → 0
View file @ 10e730ad
import os
files = os.popen('ls full_html/last/*.html').readlines()
files = [f[:-1] for f in files if f[:6] not in ('search','py-mod','genind')]
for f in files:
fi=open(f,'r')
fitmp=open(f+'tmp','w')
line = fi.readline()
while '</head>' not in line:
fitmp.write(line)
line = fi.readline()
fitmp.write('\n')
fitmp.write('\n')
fitmp.write(' <script type="text/javascript">\n')
fitmp.write('\n')
fitmp.write(' var _gaq = _gaq || [];\n')
fitmp.write(" _gaq.push(['_setAccount', 'UA-33037163-1']);\n")
fitmp.write(" _gaq.push(['_trackPageview']);\n")
fitmp.write('\n')
fitmp.write(" (function() {\n")
fitmp.write(" var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true;\n")
fitmp.write(" ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';\n")
fitmp.write(" var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);\n")
fitmp.write(" })();\n")
fitmp.write('\n')
fitmp.write(" </script>\n")
fitmp.write('\n')
while line:
if 'tar.gz' in line:
vsplit=line.split('tar.gz')
version=vsplit[0].split('PICOS')[1][1:-1]
vsplit=version.split('.')
ocstring=('''onClick="javascript: _gaq.push(['_trackPageview', '/downloads/version'''
+str(vsplit[0]) +str(vsplit[1]) +str(vsplit[2])
+ '''']);"''')
indtar = line.index('tar.gz') + 7
line = line[:indtar]+' '+ocstring+line[indtar:]
fitmp.write(line)
line = fi.readline()
fi.close()
fitmp.close()
os.system('mv '+f+'tmp '+f)
doc/add_warning_notlast.py deleted 100644 → 0
View file @ 10e730ad
#newlines =['<body>',
#'<div class="admonition warning">',
#'<p class="first admonition-title">Warning</p>',
#'<p class="last">You are consulting the doc of a former version of PICOS.',
#'The latest version is <a href="../index.html">HERE</a>. </p>',
#'</div>'
#]
newlines = [
'<div role="main" class="document">',
'<div class="admonition warning" id="api">',
'<p class="first admonition-title">Warning</p>',
'<p class="last">You are consulting the doc of a former version of PICOS. The',
' latest version is <a href="../index.html">HERE</a>. </p>',
'</div>']
import os
files = os.popen('ls *.html').readlines()
files = [f[:-1] for f in files if f[:6] not in ('search','py-mod','genind')]
for f in files:
print f
fi=open(f,'r')
fitmp=open(f+'tmp','w')
line = fi.readline()
#while '<body>' not in line:
while '<div role="main" class="document">' not in line:
fitmp.write(line)
line = fi.readline()
for ln in newlines:
fitmp.write(ln)
line = fi.readline()
while line:
fitmp.write(line)
line = fi.readline()
fi.close()
fitmp.close()
os.system('mv '+f+'tmp '+f)
doc/changes.rst
View file @ 046dc357
......@@ -8,6 +8,18 @@
Change History
==============
* 4 Jul. 16: **Picos** :ref:`1.1.2 <download>` **Released**
Major release with following changes:
* Improved efficiency for the processing of large expressions.
* It is now possible to dynamically add and remove constraints, e.g. for column generation approaches, cf. :ref:`this paragraph <delcons>` for an example.
For an easier use, the function :func:`add_constraint() <picos.Problem.add_constraint()>` now returns a handle to the constraint when the option :func:`return_constraints=True <picos.Problem.set_all_options_to_default()>`
has been passed to the problem. Then, constraints can be deleted by using :func:`constraint.delete() <picos.Constraint.delete()>`.
* In previous versions, PICOS detected constraints that could be interpreted as a bound on a variable. This was creating a mess to delete constraints,
so the default behaviour is now to pass all constraints as such. To stick to the old behaviour, use the option :func:`pass_simple_cons_as_bound=True <picos.Problem.set_all_options_to_default()>`.
* New signature for the function :func:`partial_transpose() <picos.tools.partial_transpose()>`, which can now transpose arbitrary subsystems from a kronecker product.
* Corrections of minor bugs with complex expressions.
* Better support for the SDPA solver.
* 29 Aug. 15: **Picos** :ref:`1.1.1 <download>` **Released**
Minor release with following changes:
* Partial trace of an Affine Expression, cf. :func:`partial_trace() <picos.tools.partial_trace>`
......
doc/conf.py
View file @ 046dc357
......@@ -72,7 +72,7 @@ copyright = u'2012, Guillaume Sagnol'
# The short X.Y version.
version = '1.1'
# The full version, including alpha/beta/rc tags.
release = '1.1.2.dev'
release = '1.1.3.dev'
# The language for content autogenerated by Sphinx. Refer to documentation
# for a list of supported languages.
......
doc/download.rst
View file @ 046dc357
......@@ -6,7 +6,7 @@ Download
The latest version of PICOS can be downloaded here:
`picos-1.1.1 <dist/PICOS-1.1.1.tar.gz>`_
`picos-1.1.2 <dist/PICOS-1.1.2.tar.gz>`_
Installation instructions are explained
:ref:`here <requirements>`.
......@@ -15,6 +15,8 @@ Installation instructions are explained
**Older versions**
`picos-1.1.1 <dist/PICOS-1.1.1.tar.gz>`_
`picos-1.1.0 <dist/PICOS-1.1.0.tar.gz>`_
`picos-1.0.2 <dist/PICOS-1.0.2.tar.gz>`_
......
doc/full_html/1.0.2/api.html deleted 100644 → 0
View file @ 10e730ad
<!DOCTYPE html>
<!--[if IE 8]><html class="no-js lt-ie9" lang="en" > <![endif]-->
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<link rel="top" title="picos 1.0.2 documentation" href="index.html"/>
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<li class="toctree-l1"><a class="reference internal" href="intro.html">Introduction</a><ul>
<li class="toctree-l2"><a class="reference internal" href="intro.html#first-example">First Example</a></li>
<li class="toctree-l2"><a class="reference internal" href="intro.html#solvers">Solvers</a></li>
<li class="toctree-l2"><a class="reference internal" href="intro.html#requirements">Requirements</a></li>
<li class="toctree-l2"><a class="reference internal" href="intro.html#installation">Installation</a></li>
<li class="toctree-l2"><a class="reference internal" href="intro.html#license">License</a></li>
<li class="toctree-l2"><a class="reference internal" href="intro.html#author-and-contributors">Author and contributors</a></li>
</ul>
</li>
<li class="toctree-l1"><a class="reference internal" href="tuto_summary.html">User&#8217;s guide</a><ul>
<li class="toctree-l2"><a class="reference internal" href="summary.html"><strong>Summary of implemented functions</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="summary.html#operators-to-manipulate-picos-expressions"><em>Operators to manipulate PICOS Expressions</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="summary.html#operators-that-create-constraints"><em>Operators that create constraints</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="summary.html#functions-that-create-affine-expressions"><em>functions that create affine expressions</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="summary.html#functions-to-create-convex-constraints"><em>functions to create convex constraints</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="summary.html#functions-that-create-sets"><em>functions that create sets</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="summary.html#other-useful-functions"><em>Other useful functions</em></a></li>
</ul>
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<li class="toctree-l2"><a class="reference internal" href="tuto.html"><strong>Tutorial</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="tuto.html#variables"><em>Variables</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="tuto.html#affine-expressions"><em>Affine Expressions</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="tuto.html#norm-of-an-affine-expression"><em>Norm of an affine Expression</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="tuto.html#quadratic-expressions"><em>Quadratic Expressions</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="tuto.html#constraints"><em>Constraints</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="tuto.html#set-membership"><em>Set membership</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="tuto.html#write-a-problem-to-a-file"><em>Write a Problem to a file</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="tuto.html#solve-a-problem"><em>Solve a Problem</em></a></li>
</ul>
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<li class="toctree-l1"><a class="reference internal" href="examples.html">Examples</a><ul>
<li class="toctree-l2"><a class="reference internal" href="graphs.html"><strong>Cut problems in graphs</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#max-flow-min-cut-lp"><em>Max-flow, Min-cut (LP)</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#multicut-mip"><em>Multicut (MIP)</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#maxcut-relaxation-sdp"><em>Maxcut relaxation (SDP)</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#references"><em>References</em></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="complex.html"><strong>Complex Semidefinite Programming</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="complex.html#fidelity-in-quantum-information-theory"><em>Fidelity in Quantum Information Theory</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="complex.html#phase-recovery-in-signal-processing"><em>Phase Recovery in Signal Processing</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="complex.html#references"><em>References</em></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="optdes.html"><strong>Examples from Optimal Experimental Design</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#c-optimality-multi-response-socp"><em>c-optimality, multi-response: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#c-optimality-single-response-lp"><em>c-optimality, single-response: LP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#sdp-formulation-of-the-c-optimal-design-problem"><em>SDP formulation of the c-optimal design problem</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#a-optimality-socp"><em>A-optimality: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#a-optimality-with-multiple-constraints-socp"><em>A-optimality with multiple constraints: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#exact-a-optimal-design-misocp"><em>Exact A-optimal design: MISOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#approximate-and-exact-d-optimal-design-mi-socp"><em>approximate and exact D-optimal design: (MI)SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#former-maxdet-formulation-of-the-d-optimal-design-sdp"><em>Former MAXDET formulation of the D-optimal design: SDP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#general-phi-p-optimal-design-problem-sdp"><em>General Phi_p optimal design Problem: SDP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#references"><em>References</em></a></li>
</ul>
</li>
</ul>
</li>
<li class="toctree-l1 current"><a class="current reference internal" href="">The PICOS Reference</a><ul>
<li class="toctree-l2"><a class="reference internal" href="problem.html"><strong>Problem</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="tools.html"><strong>picos.tools</strong></a></li>
<li class="toctree-l2"><a class="reference internal" href="expression.html"><strong>Expression</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="expression.html#affinexp"><em>AffinExp</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#variable"><em>Variable</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#norm"><em>Norm</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#quadexp"><em>QuadExp</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#logsumexp"><em>LogSumExp</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#geomeanexp"><em>GeoMeanExp</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#normp-exp"><em>NormP_Exp</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#tracepow-exp"><em>TracePow_Exp</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#detrootn-exp"><em>DetRootN_Exp</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#set"><em>Set</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#ball"><em>Ball</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="expression.html#truncated-simplex"><em>Truncated_Simplex</em></a></li>
</ul>
</li>
<li class="toctree-l2"><a class="reference internal" href="constraint.html"><strong>Constraint</strong></a></li>
</ul>
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<li class="toctree-l1"><a class="reference internal" href="download.html">Download</a></li>
<li class="toctree-l1"><a class="reference internal" href="changes.html">Change History</a></li>
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<div role="main" class="document"><div class="admonition warning" id="api"><p class="first admonition-title">Warning</p><p class="last">You are consulting the doc of a former version of PICOS. The latest version is <a href="../index.html">HERE</a>. </p></div>
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<span id="api"></span><h1>The PICOS Reference<a class="headerlink" href="#the-picos-reference" title="Permalink to this headline"></a></h1>
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<li class="toctree-l2"><a class="reference internal" href="expression.html#affinexp"><em>AffinExp</em></a></li>
<li class="toctree-l2"><a class="reference internal" href="expression.html#variable"><em>Variable</em></a></li>
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<li class="toctree-l1"><a class="reference internal" href="intro.html">Introduction</a><ul>
<li class="toctree-l2"><a class="reference internal" href="intro.html#first-example">First Example</a></li>
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<li class="toctree-l2"><a class="reference internal" href="summary.html"><strong>Summary of implemented functions</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="summary.html#operators-to-manipulate-picos-expressions"><em>Operators to manipulate PICOS Expressions</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="graphs.html"><strong>Cut problems in graphs</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#max-flow-min-cut-lp"><em>Max-flow, Min-cut (LP)</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#multicut-mip"><em>Multicut (MIP)</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="complex.html"><strong>Complex Semidefinite Programming</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="complex.html#fidelity-in-quantum-information-theory"><em>Fidelity in Quantum Information Theory</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="complex.html#phase-recovery-in-signal-processing"><em>Phase Recovery in Signal Processing</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="optdes.html"><strong>Examples from Optimal Experimental Design</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#c-optimality-multi-response-socp"><em>c-optimality, multi-response: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#c-optimality-single-response-lp"><em>c-optimality, single-response: LP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#sdp-formulation-of-the-c-optimal-design-problem"><em>SDP formulation of the c-optimal design problem</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#a-optimality-socp"><em>A-optimality: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#a-optimality-with-multiple-constraints-socp"><em>A-optimality with multiple constraints: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#exact-a-optimal-design-misocp"><em>Exact A-optimal design: MISOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#approximate-and-exact-d-optimal-design-mi-socp"><em>approximate and exact D-optimal design: (MI)SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#former-maxdet-formulation-of-the-d-optimal-design-sdp"><em>Former MAXDET formulation of the D-optimal design: SDP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#general-phi-p-optimal-design-problem-sdp"><em>General Phi_p optimal design Problem: SDP</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="summary.html"><strong>Summary of implemented functions</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="summary.html#operators-to-manipulate-picos-expressions"><em>Operators to manipulate PICOS Expressions</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="summary.html#operators-that-create-constraints"><em>Operators that create constraints</em></a></li>
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<li class="toctree-l1 current"><a class="current reference internal" href="">Examples</a><ul>
<li class="toctree-l2"><a class="reference internal" href="graphs.html"><strong>Cut problems in graphs</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#max-flow-min-cut-lp"><em>Max-flow, Min-cut (LP)</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#multicut-mip"><em>Multicut (MIP)</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="graphs.html#maxcut-relaxation-sdp"><em>Maxcut relaxation (SDP)</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="complex.html"><strong>Complex Semidefinite Programming</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="complex.html#fidelity-in-quantum-information-theory"><em>Fidelity in Quantum Information Theory</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="complex.html#phase-recovery-in-signal-processing"><em>Phase Recovery in Signal Processing</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="complex.html#references"><em>References</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="optdes.html"><strong>Examples from Optimal Experimental Design</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#c-optimality-multi-response-socp"><em>c-optimality, multi-response: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#c-optimality-single-response-lp"><em>c-optimality, single-response: LP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#sdp-formulation-of-the-c-optimal-design-problem"><em>SDP formulation of the c-optimal design problem</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#a-optimality-socp"><em>A-optimality: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#a-optimality-with-multiple-constraints-socp"><em>A-optimality with multiple constraints: SOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#exact-a-optimal-design-misocp"><em>Exact A-optimal design: MISOCP</em></a></li>
<li class="toctree-l3"><a class="reference internal" href="optdes.html#approximate-and-exact-d-optimal-design-mi-socp"><em>approximate and exact D-optimal design: (MI)SOCP</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="expression.html"><strong>Expression</strong></a><ul>
<li class="toctree-l3"><a class="reference internal" href="expression.html#affinexp"><em>AffinExp</em></a></li>
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<li class="toctree-l3"><a class="reference internal" href="expression.html#detrootn-exp"><em>DetRootN_Exp</em></a></li>
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<span id="id1"></span><h1>Examples<a class="headerlink" href="#examples" title="Permalink to this headline"></a></h1>
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<li class="toctree-l1"><a class="reference internal" href="graphs.html"><strong>Cut problems in graphs</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="graphs.html#max-flow-min-cut-lp"><em>Max-flow, Min-cut (LP)</em></a></li>
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<li class="toctree-l1"><a class="reference internal" href="complex.html"><strong>Complex Semidefinite Programming</strong></a><ul>
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<li class="toctree-l1"><a class="reference internal" href="optdes.html"><strong>Examples from Optimal Experimental Design</strong></a><ul>
<li class="toctree-l2"><a class="reference internal" href="optdes.html#c-optimality-multi-response-socp"><em>c-optimality, multi-response: SOCP</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="optdes.html#sdp-formulation-of-the-c-optimal-design-problem"><em>SDP formulation of the c-optimal design problem</em></a></li>
<li class="toctree-l2"><a class="reference internal" href="optdes.html#a-optimality-socp"><em>A-optimality: SOCP</em></a></li>
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<li class="toctree-l2"><a class="reference internal" href="optdes.html#exact-a-optimal-design-misocp"><em>Exact A-optimal design: MISOCP</em></a></li>
<li class="toctree-l2"><a class="reference internal" href="optdes.html#approximate-and-exact-d-optimal-design-mi-socp"><em>approximate and exact D-optimal design: (MI)SOCP</em></a></li>
<li class="toctree-l2"><a class="reference internal" href="optdes.html#former-maxdet-formulation-of-the-d-optimal-design-sdp"><em>Former MAXDET formulation of the D-optimal design: SDP</em></a></li>
<li class="toctree-l2"><a class="reference internal" href="optdes.html#general-phi-p-optimal-design-problem-sdp"><em>General Phi_p optimal design Problem: SDP</em></a></li>
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