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<div class="section" id="what-s-new">
<h1>What’s New?<a class="headerlink" href="#what-s-new" title="Permalink to this headline">¶</a></h1>
<p>Here is a (incomplete) log of the changes made to DEAP over time.</p>
<div class="section" id="release-0-7">
<h2>Release 0.7<a class="headerlink" href="#release-0-7" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li>Modified structure so that DTM is a module of DEAP.</li>
<li>Restructured modules in a more permanent and coherent way.<ul>
<li>The toolbox is now in the module base.</li>
<li>The operators have been moved to the tools module.</li>
<li>Checkpoint, Statistics, History and Hall-of-Fame are now also in the tools module.</li>
<li>Moved the GP specific operators to the gp module.</li>
</ul>
</li>
<li>Renamed some operator for coherence.</li>
<li>Reintroduced a convenient, coherent and simple Statistics module.</li>
<li>Changed the Milestone module name for the more common Checkpoint name.</li>
<li>Eliminated the confusing <em>content_init</em> and <em>size_init</em> keywords in the toolbox.</li>
<li>Refactored the whole documentation in a more structured manner.</li>
<li>Added a benchmark module containing some of the most classic benchmark functions.</li>
<li>Added a lots of examples again :<ul>
<li>Differential evolution (<em>x2</em>);</li>
<li>Evolution strategy : One fifth rule;</li>
<li><em>k</em>-nearest neighbours feature selection;</li>
<li>One Max Multipopulation;</li>
<li>Particle Swarm Optimization;</li>
<li>Hillis’ coevolution of sorting networks;</li>
<li>CMA-ES <span class="math">1+\lambda</span>.</li>
</ul>
</li>
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<div class="section" id="release-0-6">
<h2>Release 0.6<a class="headerlink" href="#release-0-6" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li>Operator modify in-place the individuals (simplify a lot the algorithms).</li>
<li>Toolbox now contains two basic methods, map and clone that are useful in the algorithms.</li>
<li>The two methods can be replaced (as usual) to modify the behaviour of the algorithms.</li>
<li>Added new module History (compatible with NetworkX).</li>
<li>Genetic programming is now possible with Automatically Defined Functions (ADFs).</li>
<li>Algorithms now refers to literature algorithms.</li>
<li>Added new examples :<ul>
<li>Coevolution;</li>
<li>Variable length genotype;</li>
<li>Multiobjective;</li>
<li>Inheriting from a Set;</li>
<li>Using ADFs;</li>
<li>Multiprocessing.</li>
</ul>
</li>
<li>Basic operators can now be enhanced with decorators to do all sort of funny stuff.</li>
</ul>
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<div class="section" id="release-0-5">
<h2>Release 0.5<a class="headerlink" href="#release-0-5" title="Permalink to this headline">¶</a></h2>
<ul class="simple">
<li>Added a new module Milestone.</li>
<li>Enhanced Fitness efficiency when comparing fitnesses.</li>
<li>Replaced old base types with python built-in types.</li>
<li>Added an example of deriving from sets.</li>
<li>Added SPEA-II algorithm.</li>
<li>Fitnesses are no more extended when assigning value, the values are simply assigned.</li>
</ul>
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<li><a class="reference internal" href="#">What’s New?</a><ul>
<li><a class="reference internal" href="#release-0-7">Release 0.7</a></li>
<li><a class="reference internal" href="#release-0-6">Release 0.6</a></li>
<li><a class="reference internal" href="#release-0-5">Release 0.5</a></li>
</ul>
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<h4>Previous topic</h4>
<p class="topless"><a href="examples/dtm_onemax.html"
title="previous chapter">10. DTM + EAP = DEAP : a Distributed Evolution</a></p>
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