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30 years of Particle Swarm Optimization – EvoStar 2025
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type-page status-publish hentry"> <header class="entry-header page-header"> </header><!-- .entry-header --> <div class="entry-content"> <figure class="wp-block-image size-large"><img fetchpriority="high" decoding="async" width="1024" height="689" src="https://www.evostar.org/2025/wp-content/uploads/sites/2/2024/10/pso-1024x689.png" alt="" class="wp-image-427" srcset="https://www.evostar.org/2025/wp-content/uploads/sites/2/2024/10/pso-1024x689.png 1024w, https://www.evostar.org/2025/wp-content/uploads/sites/2/2024/10/pso-300x202.png 300w, https://www.evostar.org/2025/wp-content/uploads/sites/2/2024/10/pso-768x516.png 768w, https://www.evostar.org/2025/wp-content/uploads/sites/2/2024/10/pso-1536x1033.png 1536w, https://www.evostar.org/2025/wp-content/uploads/sites/2/2024/10/pso.png 2042w" sizes="(max-width: 1024px) 100vw, 1024px" /></figure> <p>Particle Swarm Optimization (PSO) is a population-based, swarm-intelligence algorithm for global optimization. Originally developed by Kennedy, Eberhart and Shi for simulating social behavior, as a very abstract representation of the movement of bird flocks or fish school, the algorithm was recognized as a powerful optimizer and presented as such during 1995’s International Conference on Neural Networks (ICNN’95). The query “Particle Swarm Optimization” returns 470000 results on Google Scholar, and the original paper has almost 90000 citations, two results that highlight the popularity of the method among practitioners and evolutionary algorithms enthusiasts. The goal of this special session is to pay tribute to Kennedy, Eberhart and Shi’s algorithm, by bringing together the best researchers working on PSO.</p> <h2 class="wp-block-heading">Topics of Interest</h2> <ul> <li>Theory and practice of particle swarm optimization</li> <li>Cutting edge modern applications of PSO</li> <li>Novel ideas and out-of-the-box versions of PSO</li> <li>Reports of PSO’s superiority in specific domains and applications</li> <li>Historical and retrospective information about PSO and its authors</li> <li>Novel mechanisms and operators</li> <li>Constraint handling in PSO</li> <li>Convergence and stall analysis</li> <li>PSO with evolutionary operators</li> <li>Discrete and combinatorial versions of PSO</li> <li>Multi- and many-objectives PSO</li> </ul> <h2 class="wp-block-heading">Organisers</h2> <ul> <li><strong>Leonardo Vanneschi</strong><br>Universidade NOVA de Lisboa, Portugal<br>lvanneschi(at)novaims.unl.pt</li> <li><strong>Marco S. Nobile</strong><br>Ca’ Foscari University of Venice, Italy<br>marco.nobile(at)unive.it</li> <li><strong>Vasco Coelho</strong><br>University of Milano-Bicocca, Italy<br>vasco.coelho(at)unimib.it</li> </ul> </div><!-- .entry-content --> </article><!-- #post-## --> </div> </main><!-- #main --> </div><!-- #primary --> </div><!-- close .main-content-inner --> <div id="secondary" class="widget-area col-sm-12 col-md-4" role="complementary"> <div class="well"> <aside id="block-7" class="widget widget_block widget_search"><form role="search" method="get" action="https://www.evostar.org/2025/" class="wp-block-search__button-outside wp-block-search__text-button wp-block-search" ><label class="wp-block-search__label" for="wp-block-search__input-1" >Search</label><div class="wp-block-search__inside-wrapper " ><input class="wp-block-search__input" id="wp-block-search__input-1" placeholder="" value="" type="search" name="s" required /><button aria-label="Search" class="wp-block-search__button wp-element-button" type="submit" >Search</button></div></form></aside><aside id="block-13" class="widget widget_block"> <div class="wp-block-columns is-layout-flex wp-container-core-columns-is-layout-1 wp-block-columns-is-layout-flex"> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> <h2 class="wp-block-heading">Important dates</h2> <p><strong>EvoApps Special Session Proposals</strong><br><s>8 September 2024</s><br><br><strong>Submission deadline</strong><br><s>1 November 2024 AoE</s><br><mark style="background-color:rgba(0, 0, 0, 0)" class="has-inline-color has-vivid-red-color"><s>15 November 2024 AoE (extended)</s></mark><br><br><strong>Notification to authors</strong><br>10 January 2025<br><br><strong>Camera-ready submission</strong><br>24 January 2025<br><br><strong>Author's mandatory registration</strong><br>26 February 2025<br><br><strong>Early registration deadline</strong><br>19 March 2025<br><br><strong>Late-Breaking Abstracts submission</strong><br>13 April 2025<br><br><strong>EvoStar Conference</strong><br>23-25 April 2025</p> </div> </div> </aside><aside id="block-12" class="widget widget_block"> <div class="wp-block-columns is-layout-flex wp-container-core-columns-is-layout-2 wp-block-columns-is-layout-flex"> <div class="wp-block-column is-layout-flow wp-block-column-is-layout-flow"> <h2 class="wp-block-heading">News</h2> <ul> <li>The submission link is ready. 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