Numerical-Optimization/book-description.html at master · indrag49/Numerical-Optimization · GitHub

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<li class="chapter" data-level="1" data-path="book-description.html"><a href="book-description.html"><i class="fa fa-check"></i><b>1</b> Book Description</a></li>
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<h1><span class="header-section-number">Chapter 1</span> Book Description</h1>
<p>This is an open-source introductory book on numerical/mathematical optimization aimed at audience who want to start with the subject matter with hands on implementation of the methods with <em>Python</em>. I plan to make this an open source collaborative project which will grow with time with legitimate contributions from the comnmunity.</p>
<p>This book aims to cover the following:</p>
<ul>
<li>Introduction to Numerical Optimization</li>
<li>Introduction to Unconstrained Optimization</li>
<li>Solving one dimensional optimization problems</li>
<li>Line Search Descent Method</li>
<li>Conjugate Gradient Methods</li>
<li>Quasi-Newton Methods</li>
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