<?xml version="1.0" encoding="UTF-8"?><xml><records><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Romaissa Bendaikha</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Swarm Intelligence Algorithms in Traffic Signal Control: A Critical Review of Particle Swarm, Bee Colony, and Ant Colony Approaches</style></title><secondary-title><style face="normal" font="default" size="100%">the 3rd International Conference on Computer Science's Complex Systems and Their Applications (ICCSA 2024)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2024</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://doi.org/10.1007/978-3-031-90758-6_14</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Oum Bouaghi, Algeria </style></pub-location><pages><style face="normal" font="default" size="100%">182-196</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">This paper presents a critical review of Swarm Intelligence (SI) algorithms–Particle Swarm Optimization (PSO), Bee Colony Optimization (BCO), and Ant Colony Optimization (ACO)–and their applications in traffic signal control (TSC). SI techniques, inspired by natural processes, have emerged as effective tools for optimizing traffic signal timings to improve urban traffic flow, reduce delays, and enhance overall efficiency. This review highlights the distinct strengths and limitations of each algorithm, with PSO excelling in simpler scenarios, BCO offering dynamic adaptability, and ACO providing robust path-finding capabilities. The paper also explores comparative analyses and hybrid models that combine these algorithms to leverage their complementary strengths. Despite significant advancements, challenges such as scalability, data dependency, and practical implementation remain. Future research directions include bridging the gap between theoretical and real-world applications, developing hybrid and adaptive models, and incorporating advanced data-driven techniques. The insights provided aim to guide further exploration and application of SI in creating more efficient and responsive traffic management systems.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Salema Zeggada</style></author><author><style face="normal" font="default" size="100%">Sofiane Aouag</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Integrating Reinforcement Learning with Analytic HierarchyProcess for Autonomous Service Web Composition.</style></title><secondary-title><style face="normal" font="default" size="100%">First International Conference on Autonomous Systems and their Applications (ICASA'22)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2022</style></year></dates><pub-location><style face="normal" font="default" size="100%">El-Tarf, Algeria </style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Tarek Amine, Haddad</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Sofiane Aouag</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A deep reinforcement learning-based cooperative approach for multi-intersection traffic signal control</style></title><secondary-title><style face="normal" font="default" size="100%">Engineering Applications of Artificial Intelligence</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2022</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://doi-org.sndl1.arn.dz/10.1016/j.engappai.2022.105019</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">114 (2022)</style></volume><pages><style face="normal" font="default" size="100%">105019</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><abstract><style face="normal" font="default" size="100%">Recently, Adaptive Traffic Signal Control (&lt;em&gt;ATSC&lt;/em&gt;&lt;span&gt;) in the multi-intersection system is considered as one of the most critical issues in &lt;a class=&quot;topic-link&quot; href=&quot;https://www-sciencedirect-com.sndl1.arn.dz/topics/engineering/intelligent-transportation-system&quot; title=&quot;Learn more about Intelligent Transportation Systems from ScienceDirect's AI-generated Topic Pages&quot;&gt;Intelligent Transportation Systems&lt;/a&gt; (&lt;/span&gt;&lt;em&gt;ITS&lt;/em&gt;). Among the proposed &lt;em&gt;AI&lt;/em&gt;&lt;span&gt;-based approaches, &lt;a class=&quot;topic-link&quot; href=&quot;https://www-sciencedirect-com.sndl1.arn.dz/topics/computer-science/deep-reinforcement-learning&quot; title=&quot;Learn more about Deep Reinforcement Learning from ScienceDirect's AI-generated Topic Pages&quot;&gt;Deep Reinforcement Learning&lt;/a&gt; (&lt;/span&gt;&lt;em&gt;DRL&lt;/em&gt;) has been largely applied while showing better performances. This paper proposes a new &lt;em&gt;DRL&lt;/em&gt;-based cooperative approach for controlling multiple intersections. The problem is modelled as a Multi-Agent Reinforcement Learning (&lt;em&gt;MARL&lt;/em&gt;&lt;span&gt;) system, while each agent is trained to select the best action to control an intersection by obtaining information about its local lanes state. The cooperation aspect is manifested in this approach by considering the effect of the state, action and reward of neighbour agents in the process of policy learning. An &lt;a class=&quot;topic-link&quot; href=&quot;https://www-sciencedirect-com.sndl1.arn.dz/topics/computer-science/intersection-controller&quot; title=&quot;Learn more about intersection controller from ScienceDirect's AI-generated Topic Pages&quot;&gt;intersection controller&lt;/a&gt; applies a Deep Q-Network (&lt;/span&gt;&lt;em&gt;DQN&lt;/em&gt;) method, while transferring state, action and reward received from their neighbour agents to its own loss function during the learning process. The experimental results under different scenarios shows that the proposed approach outperforms many state-of-the-art approaches in terms of three metrics: Average Waiting Time (&lt;em&gt;AWT&lt;/em&gt;&lt;span&gt;), &lt;a class=&quot;topic-link&quot; href=&quot;https://www-sciencedirect-com.sndl1.arn.dz/topics/computer-science/average-queue-length&quot; title=&quot;Learn more about Average Queue Length from ScienceDirect's AI-generated Topic Pages&quot;&gt;Average Queue Length&lt;/a&gt; (&lt;/span&gt;&lt;em&gt;AQL&lt;/em&gt;) and Average Emission CO&lt;sub&gt;2&lt;/sub&gt; (&lt;em&gt;AEC&lt;/em&gt;). In addition, the cooperation between the different trained &lt;em&gt;DRL&lt;/em&gt;-based controllers allows the system to continuously learn and improve its performance by interacting with the environment, particularly when the traffic is congested.</style></abstract></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Tarek Amine Haddad</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Sofiane Aouag</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An IoT-Based Adaptive Traffic Light Control Algorithm for Isolated Intersection</style></title><secondary-title><style face="normal" font="default" size="100%">n Advances in Computing Systems and Applications: Proceedings of the 2020 Fourth Conference on Computing Systems and Applications (pp. 107-117). Springer International Publishing.</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://link.springer.com/chapter/10.1007/978-3-030-69418-0_10</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Alger, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Salim Kadri</style></author><author><style face="normal" font="default" size="100%">Sofiane Aouag</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">An Incremental Model Projection Applied to Streamline Software Architecture Assessment and Monitoring</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Information System Modeling and Design (IJISMD)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2021</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.igi-global.com/article/an-incremental-model-projection-applied-to-streamline-software-architecture-assessment-and-monitoring/285952</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">12</style></volume><pages><style face="normal" font="default" size="100%">27-43</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">3</style></issue></record><record><source-app name="Biblio" 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size="100%">140</style></volume><pages><style face="normal" font="default" size="100%">106713</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">December 2021</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Atef Chorfi</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Sofiane Aouag</style></author><author><style face="normal" font="default" size="100%">Djallel Eddine Boubiche</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Problem-based collaborative learning groupware to improve computer programming skills</style></title><secondary-title><style face="normal" font="default" size="100%">Behaviour &amp; Information Technology</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.tandfonline.com/doi/abs/10.1080/0144929X.2020.1795263</style></url></web-urls></urls><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Salim Kadri</style></author><author><style face="normal" font="default" size="100%">Sofiane Aouag</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Multi-View Model-Driven Projection to Facilitate the Control of the Evolution and Quality of the Architecture</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Software Innovation (IJSI)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.igi-global.com/article/multi-view-model-driven-projection-to-facilitate-the-control-of-the-evolution-and-quality-of-the-architecture/262096</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">8</style></volume><pages><style face="normal" font="default" size="100%">19</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">4</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Sofiane Aouag</style></author><author><style face="normal" font="default" size="100%">Salim Kadri</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Towards architectural view-driven modernization</style></title><secondary-title><style face="normal" font="default" size="100%">2020 International Conference on Advanced Aspects of Software Engineering (ICAASE)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/abstract/document/9380106</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Constantine, Algeria </style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Atef Chorfi</style></author><author><style face="normal" font="default" size="100%">Sofiane Aouag</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A Clinical Reasoning Learning Groupware: An exploratory study of factors affecting the adoption behavior</style></title><secondary-title><style face="normal" font="default" size="100%">2020 4th International Symposium on Informatics and its Applications (ISIA)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2020</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/abstract/document/9416547</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Msila, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Fateh Layachi</style></author><author><style face="normal" font="default" size="100%">Djallel Eddine Boubiche</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A multi-agent system for distributed maintenance scheduling</style></title><secondary-title><style face="normal" font="default" size="100%">Computers &amp; Electrical Engineering</style></secondary-title></titles><dates><year><style  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quality with Alloy</style></title><secondary-title><style face="normal" font="default" size="100%">2019 International Conference on Theoretical and Applicative Aspects of Computer Science (ICTAACS)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2019</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/abstract/document/8988128</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%"> Skikda, Algeria</style></pub-location><volume><style face="normal" font="default" size="100%">1</style></volume><pages><style face="normal" font="default" size="100%">1-8</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal 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version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mohammed abderraouf Ferradji</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Modeling collaborative learning: case of clinical reasoning</style></title><secondary-title><style face="normal" font="default" size="100%">International conference of E-Health and Medical Communications</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2017</style></year></dates><pub-location><style face="normal" font="default" size="100%">Oran, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" 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size="100%">3</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Mohammed abderraouf Ferradji</style></author><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Towards virtual collaborative learning of clinical skills</style></title><secondary-title><style face="normal" font="default" size="100%">2017 International Conference on Internet of Things, Embedded Systems and Communications (IINTEC)</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2017</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://ieeexplore.ieee.org/abstract/document/8325908</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Gafsa, Tunisia</style></pub-location><pages><style face="normal" font="default" size="100%">26-31</style></pages><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Scheduling a maintenance activity under skills constraints to minimize total weighted tardiness and late tasks</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Industrial Engineering Computations</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2015</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://growingscience.com/beta/ijiec/1850-scheduling-a-maintenance-activity-under-skills-constraints-to-minimize-total-weighted-tardiness-and-late-tasks.html</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">6</style></volume><pages><style face="normal" font="default" size="100%">135-144</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">2</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Abdelmadjid Zidani</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Group awareness evaluation in e-maintenance Groupware system</style></title><secondary-title><style face="normal" font="default" size="100%">The 1st International conference on artificial intelligence and information technology</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2014</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://manifest.univ-ouargla.dz/documents/Archive/Archive%20Faculte%20des%20Sciences%20et%20Technologies%20et%20des%20Sciences%20de%20le%20Matiere/2emes-journees-internationales-de-chimie-organometallique-et-catalyse-jicoc-2014/icaiit2014_submission_48.p</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Ouargla, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>10</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Abdelmadjid Zidani</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Contribution à l&amp;#39;ordonnancement des activités de maintenance industrielle sous contraintes de ressources et compétences</style></title><secondary-title><style face="normal" font="default" size="100%">9th International Conference on Modeling, Optimization &amp; SIMulation</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2012</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://hal.archives-ouvertes.fr/hal-00728600/document</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Bordeaux -France</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Abdelmadjid Zidani</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Development of an industrial e-maintenance system integrating groupware techniques</style></title><secondary-title><style face="normal" font="default" size="100%">International Journal of Industrial and Systems Engineering</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2011</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://doi.org/10.1504/IJISE.2011.042837</style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">9</style></volume><pages><style face="normal" font="default" size="100%">227-247</style></pages><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">2</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>17</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal HEDJAZI</style></author><author><style face="normal" font="default" size="100%">Abelmadjid Zidani</style></author><author><style face="normal" font="default" size="100%">Mounir Boussedjra</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">A New Collaborative System for Industrial Tele-maintenance</style></title><secondary-title><style face="normal" font="default" size="100%">International Review on Computers and Software</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2008</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">https://www.praiseworthyprize.org/jsm/index.php?journal=ireman&amp;page=article&amp;op=view&amp;path%5B%5D=672r </style></url></web-urls></urls><volume><style face="normal" font="default" size="100%">3</style></volume><language><style face="normal" font="default" size="100%">eng</style></language><issue><style face="normal" font="default" size="100%">5</style></issue></record><record><source-app name="Biblio" version="7.x">Drupal-Biblio</source-app><ref-type>47</ref-type><contributors><authors><author><style face="normal" font="default" size="100%">Djalal Hedjazo</style></author><author><style face="normal" font="default" size="100%">Abdelmadjid Zidani</style></author></authors></contributors><titles><title><style face="normal" font="default" size="100%">Algorithme d&amp;rsquo;arrête gauche adapté pour l&amp;rsquo;ordonnancement des tâches de maintenance dans un contexte de maintenance distribuée</style></title><secondary-title><style face="normal" font="default" size="100%">[PDF] from 193.194.86.69 Algorithme d’arrête gauche adapté pour l’ordonnancement des tâches de maintenance dans un contexte de maintenance distribuée Authors Djalal HEDJAZI, Abdelmadjid ZIDANI, Samra DEY, Zouleikha TEJANI Publication date 2007/11 Conferen</style></secondary-title></titles><dates><year><style  face="normal" font="default" size="100%">2007</style></year></dates><urls><web-urls><url><style face="normal" font="default" size="100%">http://193.194.86.69/cip2007/Theme_A/Artcles_A/A32.pdf</style></url></web-urls></urls><pub-location><style face="normal" font="default" size="100%">Setif, Algeria</style></pub-location><language><style face="normal" font="default" size="100%">eng</style></language></record></records></xml>