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<!DOCTYPE HTML>
<!--
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<html>
<head>
<title>HiGHS - High-performance parallel linear optimization software</title>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no" />
<link rel="shortcut icon" type="image/ico" href="favicon.ico" title="HiGHS" />
<link rel="stylesheet" href="assets/css/main.css" />
</head>
<body class="is-preload">
<!-- Header -->
<div id="header">
<div class="top">
<!-- Logo -->
<div id="logo">
<span class="image avatar"><img src="images/HiGHS_avatar.png" alt="" /></span>
<h1 id="title">HiGHS</h1>
<p>Linear optimization software</title>
</p>
</div>
<!-- Nav -->
<nav id="nav">
<ul>
<i class="fas "></i>
<li><a href="#top" id="top-link"><span class="icon solid fa-home">HiGHS</span></a></li>
<li><a href="#get-started" id="get-started-link"><span class="icon solid fa-hand-point-up">Get
started</span></a></li>
<li><a href="#docs" id="docs-link"><span class="icon solid fa-book-open">Documentation</span></a></li>
<li><a href="#workshop" id="workshop-link"><span class="icon solid fa-bookmark">Workshop 2024</span></a></li>
<li><a href="#news" id="news-link"><span class="icon solid fa-bullhorn">Newsletters</span></a></li>
<li><a href="#background" id="background-link"><span class="icon solid fa-book">Background</span></a></li>
<li><a href="#team" id="team-link"><span class="icon solid fa-users">HiGHS team</span></a></li>
<li><a href="#donate" id="donate-link"><span class="icon solid fa-credit-card">Support us</span></a></li>
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<div class="bottom">
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<ul class="icons">
<li><a href="https://github.com/ERGO-Code/HiGHS" target="_blank" class="icon brands fa-github"><span
class="label">Github</span></a></li>
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</ul>
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<!-- Main -->
<div id="main">
<!-- Intro -->
<section id="top" class="one dark cover">
<div class="container">
<header>
<h2 class="alt"><strong>HiGHS</strong> - high performance
software <br> for linear optimization </h2>
<p>
<div>Open source serial and parallel solvers for
large-scale <br>sparse linear programming (LP), <br>mixed-integer
programming (MIP), and quadratic programming (QP) models </div>
</p>
</header>
<footer><a href="https://ergo-code.github.io/HiGHS/dev/interfaces/cpp/" class="button scrolly">Download</a>
</footer>
</div>
</section>
<!-- Get Started-->
<section id="get-started" class="two">
<div class="container">
<header>
<h2>Get started</h2>
</header>
<p> HiGHS is high performance serial and parallel software for solving
large-scale sparse linear programming (LP), mixed-integer programming
(MIP) and quadratic programming (QP) models, developed in C++11, with
interfaces to C, C#, FORTRAN, Julia and Python.</p>
<p> HiGHS is freely available under the MIT licence, and is downloaded
from <a href="https://github.com/ERGO-Code/HiGHS" target="_blank">GitHub</a>. Installing HiGHS from source
code requires
CMake minimum version 3.15, but no other third-party utilities. HiGHS
can be used as a stand-alone executable on Windows, Linux and MacOS. There is
a C++11 library which can be used within a C++ project or, via one of
the interfaces, to a project written in other languages.</p>
<p>Your comments or specific questions on HiGHS
would be greatly appreciated, so please send an email to
<a href="mailto:[email protected]">[email protected]</a> to get in
touch with the team.
</p>
<img src="images/HiGHS_banner.png" width="250" alt="" class="center" />
</div>
</section>
<!-- Docs -->
<section id="docs" class="odd">
<div class="container">
<header>
<h2>Documentation</h2>
</header>
<p> Information on how to <a href="https://ergo-code.github.io/HiGHS/dev/interfaces/cpp/">set up</a> and use
HiGHS is given in
the <a href="https://ergo-code.github.io/HiGHS/dev/">HiGHS Documentation page</a>. </p>
</div>
</section>
<!-- Workshop 2024 -->
<section id="workshop" class="odd">
<div class="container">
<header>
<h2>HiGHS Workshop 2024</h2>
</header>
<p>
The first HiGHS workshop will take place in Edinburgh on 26-28<sup>th</sup> June 2024: the end of the week
before the EURO
Operational Research conference in Copenhagen. With major industrial and academic users of HiGHS already
committed to attending, this will be an opportunity to make connections with other HiGHS users and help shape
the project's future.
For more details, please refer to the
<a href=https://workshop24.highs.dev> 2024 HiGHS Workshop Website </a>.
</p>
</div>
</section>
<!-- Newsletter -->
<section id="news" class="odd">
<div class="container">
<centering>
<div id="mc_embed_shell">
<div id="mc_embed_signup">
<form
action="https://dev.us11.list-manage.com/subscribe/post?u=4e6b25e3b608de7e4aa9e7706&id=11787c78a3&f_id=00f6bfe0f0"
method="post" id="mc-embedded-subscribe-form" name="mc-embedded-subscribe-form" class="validate"
target="_self" novalidate="">
<div id="mc_embed_signup_scroll">
<h2>Welcome to the HiGHS Newsletter!</h2>
<!-- <div class="indicates-required"><span class="asterisk">*</span> indicates required</div> -->
<div class="mc-field-group"><label for="mce-EMAIL">Email Address <span
class="asterisk">*</span></label><input type="email" name="EMAIL" class="required email"
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/* real people should not fill this in and expect good things - do not remove this or risk form bot
signups */
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</div>
<br>
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<input type="submit" name="subscribe" id="mc-embedded-subscribe" class="button" value="Subscribe">
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</div>
</div>
</form>
</div>
</div>
<br>
<p>
<a href=assets/HiGHS_Newsletter_24_0.pdf class="center" target="_blank">HiGHS_Newsletter_24_0.pdf</a>
<br>
<a href=assets/HiGHS_Newsletter_24_1.pdf class="center" target="_blank">HiGHS_Newsletter_24_1.pdf</a>
</p>
</centering>
</div>
</section>
<!-- Background -->
<section id="background" class="even">
<div class="container">
<header>
<h2>Background</h2>
</header>
<h3 id="authorship">Authorship</h3>
<p> HiGHS is based on the high performance dual revised simplex solver
for LP developed by Qi Huangfu, the novel interior point solver
for LP developed by Lukas Schork, the active set QP solver
written by Michael Feldmeier, and the branch-and-cut MIP solver
written by Leona Gottwald. The project is managed by Julian
Hall, and Ivet Galabova continues to develop and maintain
the underlying software engineering.
</p>
<h3 id="citation">Citation</h3>
<p>If you use HiGHS in an academic context, please acknowledge this and cite the following article</p>
<p>Parallelizing the dual revised simplex method, Q. Huangfu and J. A. J. Hall, <em>Mathematical Programming
Computation</em>, <strong>10</strong> (1), 119-142, 2018. DOI: <a
href="https://link.springer.com/article/10.1007/s12532-017-0130-5"
target="_blank">10.1007/s12532-017-0130-5</a></p>
</div>
</section>
<!-- Team -->
<section id="team" class="odd">
<div class="container">
<header>
<h2>The Team</h2>
</header>
<div class="row">
<!-- <div class="col-12-mobile"> </div> -->
<div class="col-4 col-12-mobile">
<img src="images/JulianHall.jpg" alt="Julian Hall" height=200 class="center" />
<figcaption>
Julian Hall
</figcaption>
</div>
<div class="col-4 col-12-mobile">
<img src="images/IvetGalabova.jpg" alt="Ivet Galabova" height=200 class="center" />
<figcaption>
Ivet Galabova
</figcaption>
</div>
<div class="col-4 col-12-mobile">
<img src="images/FilippoZanetti.jpg" alt="Filippo Zanetti" height=200 class="center" />
<figcaption>
Filippo Zanetti
</figcaption>
</div>
</div>
</div>
</section>
<!-- Donate -->
<section id="donate" class="even">
<div class="container">
<header>
<h2>Support us</h2>
</header>
<p> We greatly appreciate the financial help from our users, allowing
us to improve and enhance our solvers! Donations are welcome via GitHub Sponsors
at the <a href="https://github.com/sponsors/ERGO-Code" target="new">HiGHS Sponsors page</a>.
</p>
<p> Tax-deductible donations are also
welcome through the Linux Foundation at
<a href=https://crowdfunding.lfx.linuxfoundation.org/projects/9b777a28-c660-4490-ad00-fa314a731515
target="new">
the HiGHS donation page.</a>
</p>
<p> Our interior point solver for LP has been championed as a game
changer by the open-source energy systems planning community, and
this has led to a "common good" <a href=ipmFunding.html>funding
campaign</a> for its enhancement and development.</p>
</div>
</section>
<!-- Sponsors-->
<section id="sponsors" class="odd">
<div class="container">
<header>
<h2>Sponsors</h2>
</header>
<a href="https://www.ed.ac.uk" target="_blank">
<img src="images/uoe-5.png" width="300" alt="" class="center" /> </a>
<img src="" width="30" alt="" class="center" />
<a href="https://www.nextmv.io" target="_blank">
<img src="images/NextMv.png" width="250" alt="" class="center" /> </a>
</div>
</section>
<!-- Contact -->
<section id="contact" class="even">
<div class="container">
<header>
<h2>Contact</h2>
</header>
<p>Your comments or specific questions on HiGHS
would be greatly appreciated, so please send an email to
<a href="mailto:[email protected]">[email protected]</a> to get in
touch with the team.
</p>
</div>
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