https://example.com/tags/metaheuristics/MetaheuristicsHugo Blox Builder (https://hugoblox.com)en-usSat, 01 Jun 2024 00:00:00 +0000https://example.com/media/icon_hu7729264130191091259.pnghttps://example.com/tags/metaheuristics/https://example.com/publication/journal-article/Sat, 01 Jun 2024 00:00:00 +0000https://example.com/publication/journal-article/<div class="flex px-4 py-3 mb-6 rounded-md bg-primary-100 dark:bg-primary-900"> <span class="pr-3 pt-1 text-primary-600 dark:text-primary-300"> <svg height="24" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="m11.25 11.25l.041-.02a.75.75 0 0 1 1.063.852l-.708 2.836a.75.75 0 0 0 1.063.853l.041-.021M21 12a9 9 0 1 1-18 0a9 9 0 0 1 18 0m-9-3.75h.008v.008H12z"/></svg> </span> <span class="dark:text-neutral-300">Due to the sensitive nature of the infrastructure involved, <strong>part of the source code and the dataset used in this study are not publicly available</strong>. These materials are classified under wartime restrictions and relate to critical infrastructure, thus cannot be shared or distributed.</span> </div> <div class="flex px-4 py-3 mb-6 rounded-md bg-primary-100 dark:bg-primary-900"> <span class="pr-3 pt-1 text-primary-600 dark:text-primary-300"> <svg height="24" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path fill="none" stroke="currentColor" stroke-linecap="round" stroke-linejoin="round" stroke-width="1.5" d="m11.25 11.25l.041-.02a.75.75 0 0 1 1.063.852l-.708 2.836a.75.75 0 0 0 1.063.853l.041-.021M21 12a9 9 0 1 1-18 0a9 9 0 0 1 18 0m-9-3.75h.008v.008H12z"/></svg> </span> <span class="dark:text-neutral-300">This publication is based on research conducted at the Educational and Research Institute for Applied System Analysis (ERIAS) of Igor Sikorsky Kyiv Polytechnic Institute.</span> </div> <p>The proposed hybrid system combines:</p> <ul> <li><strong>ANFIS</strong>: for fuzzy logic and learning from data;</li> <li><strong>GA + ACO</strong>: to optimize fuzzy rule sets and clustering;</li> <li><strong>GIS</strong>: for spatial context, visualization, and decision support.</li> </ul> <p>The integration supports water utilities in making informed, predictive decisions regarding accident response and preventive maintenance. Use of metaheuristics improved predictive power while retaining interpretability.</p>