{"id":35,"date":"2023-05-30T12:40:31","date_gmt":"2023-05-30T12:40:31","guid":{"rendered":"http:\/\/193.194.89.179\/wp_lamcdro\/?page_id=35"},"modified":"2024-10-14T10:44:27","modified_gmt":"2024-10-14T10:44:27","slug":"35-2","status":"publish","type":"page","link":"https:\/\/lamcdro.usthb.dz\/index.php\/equipes-de-recherche\/35-2\/","title":{"rendered":"Optimisation Multi-Objectifs Discr\u00e8te (OMD)"},"content":{"rendered":"\n<h3 class=\"wp-block-heading has-blush-light-purple-gradient-background has-background\"><strong>Titre de l&#8217;\u00e9quipe: Optimisation Multi-Objectifs Discr\u00e8te (OMD)<\/strong><\/h3>\n\n\n\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile has-pale-ocean-gradient-background has-background\" style=\"grid-template-columns:49% auto\"><figure class=\"wp-block-media-text__media\"><img loading=\"lazy\" decoding=\"async\" width=\"147\" height=\"120\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/10\/chaabane_photo-3-3038a-1.png\" alt=\"\" class=\"wp-image-246 size-full\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<p><strong>Chef de l\u2019\u00e9quipe&nbsp;:<\/strong> <strong>CHAABANE Djamal<\/strong><\/p>\n\n\n\n<p><strong>Grade&nbsp;:<\/strong> Professeur<\/p>\n<\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Liste&nbsp; des membres de l\u2019\u00e9quipe<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/The-Best-Paper-min.png\" alt=\"\" class=\"wp-image-151\" width=\"298\" height=\"480\" srcset=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/The-Best-Paper-min.png 298w, https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/The-Best-Paper-min-186x300.png 186w\" sizes=\"auto, (max-width: 298px) 100vw, 298px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"339\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/10\/chaab_steu_1-1.png\" alt=\"\" class=\"wp-image-249\" srcset=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/10\/chaab_steu_1-1.png 480w, https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/10\/chaab_steu_1-1-300x212.png 300w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><tbody><tr><td><strong>Nom&nbsp; &amp; Pr\u00e9nom<\/strong><\/td><td><strong>Grade<\/strong> <strong>Dernier dipl\u00f4me<\/strong><\/td><td><strong>GradeSp\u00e9cialit\u00e9&nbsp;<\/strong><\/td><td><strong>Structure de rattachement<\/strong><\/td><\/tr><tr><td>CHAABANE&nbsp; Djamal<\/td><td>Professeur&nbsp; <\/td><td>DE&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; <\/td><td>USTHB&nbsp;&nbsp;<\/td><\/tr><tr><td>MEBREK CHELLAR Fatma<\/td><td>MCB&nbsp;<\/td><td>D&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>USTHB&nbsp;&nbsp;<\/td><\/tr><tr><td>BRAHMI&nbsp; Boualem<\/td><td>MCB&nbsp;<\/td><td>D&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>Universit\u00e9 Bordj Boareridj&nbsp;&nbsp;<\/td><\/tr><tr><td>OUZNADJI Said&nbsp;<\/td><td>MCB&nbsp;<\/td><td>D&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>USTHB&nbsp;&nbsp;<\/td><\/tr><tr><td>ZAIDI Ali<\/td><td>&nbsp;MAA<\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>USTHB&nbsp;&nbsp;USTHB&nbsp;&nbsp;<\/td><\/tr><tr><td>ACHOUR KHELIFI Wissem&nbsp;<\/td><td>Doctorant&nbsp; <\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>USTHB&nbsp;&nbsp;<\/td><\/tr><tr><td>RAMDANI Zoubir<\/td><td>MAA,Doc<\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>Universit\u00e9 Bordj Boareridj&nbsp;&nbsp;<\/td><\/tr><tr><td>MENNI Assia<\/td><td>  MCB<\/td><td>D&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>USTHB&nbsp;&nbsp;<\/td><\/tr><tr><td>HAMADOU Sara<\/td><td>Doctorant&nbsp; <\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>USTHB&nbsp;&nbsp;<\/td><\/tr><tr><td>SOUKEUR El Hocine Iz Islam<\/td><td>Doctorant&nbsp; <\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp;<\/td><td>USTHB<\/td><\/tr><tr><td>BEDERINA Mohamed&nbsp;<\/td><td>Doctorant&nbsp; <\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp;<\/td><td>USTHB<\/td><\/tr><tr><td>KENTOUCHE Sarah<\/td><td>Doctorant&nbsp; <\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp;<\/td><td>USTHB<\/td><\/tr><tr><td>LEBKIRI Abdelghafour<\/td><td>Doctorant&nbsp; <\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>USTHB&nbsp;&nbsp;<\/td><\/tr><tr><td>HAMICHE Salaheddine&nbsp;<\/td><td>Doctorant&nbsp; <\/td><td>Doc&nbsp;&nbsp;Math\u00e9matique Appliqu\u00e9e (RO)&nbsp; &nbsp; &nbsp; <\/td><td>USTHB&nbsp;&nbsp;<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading has-blush-light-purple-gradient-background has-background\"><strong>Objectifs de l\u2019\u00e9quipe<\/strong><\/h3>\n\n\n\n<p>Etudes et d\u00e9veloppements de questions autour des probl\u00e8mes d\u2019optimisation combinatoires multi-objectifs. Mise en \u0153uvre d\u2019applications notamment dans les domaines traitement d\u2019images et finance \u00e0 travers des m\u00e9thodes exactes et \u00e9volutionnaires de r\u00e9solution des probl\u00e8mes d\u2019affectation bi-crit\u00e8res, probl\u00e8mes de cheminement, probl\u00e8mes de voyageur de commerce multi-objectifs, probl\u00e8mes de sac-\u00e0-dos multi-objectifs et les probl\u00e8mes de transport multicrit\u00e8re. Syst\u00e8me expert de choix parmi les solutions du probl\u00e8me d\u2019optimisation multi-objectifs. Etude des m\u00e9tas heuristiques dans les probl\u00e8mes multicrit\u00e8res&nbsp;: Algorithmes g\u00e9n\u00e9tiques&nbsp;: apprentissage pour l\u2019optimisation, recuit simul\u00e9, recherche tabou, et r\u00e9seaux de neurones. Nous int\u00e9resserons sp\u00e9cialement aux probl\u00e8mes d\u2019optimisation d\u2019un crit\u00e8re quelconque sur l\u2019ensemble des solutions non domin\u00e9es d\u2019un probl\u00e8me multi-objectifs. Les applications de l\u2019optimisation multicrit\u00e8re sont de plus en plus nombreuses&nbsp;: structures (M\u00e9dicale, pharmacie, Gestion hospitali\u00e8re). En particulier l\u2019\u00e9quipe veut s\u2019int\u00e9resser \u00e0 la r\u00e9alisation de syst\u00e8me expert pour les traitements d\u2019images et vocaux. L\u2019\u00e9quipe est int\u00e9ress\u00e9e aussi par la recherche dans le domaine multi-objectif appliqu\u00e9 dans l\u2019environnement incertain tel que stochastique et flou.<br>La bibliographie est nombreuse et ne peut s\u00fbrement pas \u00eatre toute list\u00e9e ici. N\u00e9anmoins, les revues les plus important aux quelles il sera fait appel sont&nbsp;: European Journal of Operational Research , RAIRO Operations Research, 4 OR, Journal of Optimization theory and Applications, Mathematical Programming, Journal of Decisions Sciences, Journal of the Operational Research Society, Journal of Global Optimization, Journal of Industrial and management Optimization, Journal of International Transactions in Operational Research.<\/p>\n\n\n\n<h3 class=\"wp-block-heading has-blush-light-purple-gradient-background has-background\"><strong>Production Scientifique de l&#8217;\u00e9quipe <\/strong>:<\/h3>\n\n\n\n<p><strong>Publications internationales<\/strong><\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<ol class=\"has-background wp-block-list\" style=\"background:linear-gradient(89deg,rgba(228,167,181,0.15) 0%,rgb(152,150,240) 100%)\">\n<li>Abbas M.&nbsp;and <strong>Chaabane D.<\/strong>, \u201cAn Algorithm For Solving Multiple Objective Integer Linear Programming Problem\u201d, RAIRO Operations Research, 36, pp 351-364 (2002) MR1997929 (2004e:90101).<\/li>\n\n\n\n<li><strong>Chaabane Djamal<\/strong>, \u201cOptimization Over an Integer Efficient Set\u201d, Proceedings of the 21th International Conference, Mathematical Methods in Economics, September 2003, Prague.<\/li>\n\n\n\n<li><strong>Chaabane Djamal<\/strong>, Optimization over Efficient Set in Presence of Discrete Variables, Proceedings of the Fifth International Conference on Computer Sciences-\u201cModeling Computation and Optimization In Information System and Management Sciences (MCO 2004), July Metz University, France.<\/li>\n\n\n\n<li>Ziari Kerboua Yasmine, <strong>Chaabane Djamal<\/strong>, Modeling of a Decision Support System (DSS) for Oncology Using Multi-Objective Integer Programming Model Application Cancer of the Cavum, Proceedings I^4 E^2 , Industrial Engineering and System Management, IESM\u201905, Marrakech, May 2005. <a href=\"http:\/\/www.i4e2.org\/iesm05\/index.html\">http:\/\/www.i4e2.org\/iesm05\/index.html<\/a>.<a href=\"https:\/\/lamcdro.usthb.dz\/sites\/default\/files\/2020-12\/Algorithmique-USTHB.pdf\">telecharger<\/a><\/li>\n\n\n\n<li>Abbas Moncef and <strong>Chaabane Djamal<\/strong>, Optimizing a Linear Function over an Integer Efficient Set, European Journal of Operational Research, 174, pp 1140-11MR2251151 (2007e:90092).<\/li>\n\n\n\n<li><strong>Chaabane Djamal<\/strong>, Kerboua Ziari Yasmine, D\u00e9veloppement d\u2019une Application Informatique pour la Gestion du Trafic Routier Urbain, Proceedings MOSIM\u201908, Mod\u00e9lisation, Optimisation et Simulation des Syst\u00e8mes- 31 Mars au 02 Avril (2008), Paris \u2013 France.<\/li>\n\n\n\n<li><strong>Chaabane Djama<\/strong>l and Marc Pirlot, A Method For Optimizing Over the Integer Efficient Set, Journal of Industrial Management Optimization 6(4) (2010). 811-823.&nbsp;<a href=\"https:\/\/doi.org\/10.1111\/itor.12285\">doi: 3934\/jimo<\/a>.<a href=\"http:\/\/dx.doi.org\/10.3934\/jimo.2010.6.811\">2010.6.811<\/a>&nbsp;&nbsp;<\/li>\n\n\n\n<li><strong>Chaabane Djamal<\/strong> and Mebrek Fatma, Optimization over Stochastic Integer Efficient Set, Proceedings 1st Inernational Symposium and 10th BALCAN Conference on Operations Research, BALCOR 2011, September 22-24 2011, TESSALONIki \u2013 GRECE. <a href=\"http:\/\/balcor.uom.gr\/\">http:\/\/balcor.uom.gr\/<\/a><\/li>\n\n\n\n<li><strong>Chaabane Djamal<\/strong>, Brahmi Boualem and Zoubir, The augmented weighted Tchebychev norm for optimizing a linear function over an integer efficient set of a multicriteria linear program, International Transansaction in Operational Research 19 (2012) 531\u2013545. John Wiley &amp; Sons.<\/li>\n\n\n\n<li><strong>Chaabane Djamal<\/strong>, Optimization theory, decision making, and operations research applications, 103\u2014115, Springer Proc. Math. Stat., 31, Springer, New York, 2013.<\/li>\n\n\n\n<li><strong>Chaabane Djamal<\/strong> and Mebrek Fatma, Optimization of a linear function over the set of stochastic efficient solutions, Computational Management Science . 11 (2014), no. 1-2, 157\u2014178.<\/li>\n\n\n\n<li>Mahdi Sara and <strong>Chaabane Djamal<\/strong>, A Linear Fractional Optimization over an Integer Efficient Set, RAIRO Oper. Res. 49(2015) 265-278.<\/li>\n\n\n\n<li>Daoud, Malika; <strong>Chaabane Djamal,<\/strong>&nbsp;New reduction strategy in the biobjective knapsack problem,&nbsp;International Transactions in Operational Research,&nbsp;<a href=\"https:\/\/onlinelibrary.wiley.com\/toc\/14753995\/2018\/25\/6\">Volume25,&nbsp;Issue6<\/a>, (2018),&nbsp; Pages&nbsp;1739-1762.&nbsp;<strong>Doi :<\/strong>&nbsp;<br><a href=\"https:\/\/doi.org\/10.1111\/itor.12285\">https:\/\/doi.org\/10.1111\/itor.12285<\/a>.<\/li>\n\n\n\n<li>Nedjmeddine Kantour, Sadek Bouroubi, <strong>Djamal Chaabane<\/strong>, A parallel MOEA with criterion-based selection applied to the Knapsack Problem,&nbsp;Applied Soft Computing , ScienceDirect-Elsevier,&nbsp;(2019)80&nbsp;358373.&nbsp; <strong>Doi :<\/strong>&nbsp;&nbsp;&nbsp;<a href=\"https:\/\/doi.org\/10.1016\/j.asoc.2019.04.005\">https:\/\/doi.org\/10.1016\/j.asoc.2019.04.005<\/a><\/li>\n\n\n\n<li>Menni, Assia,&nbsp;&nbsp;<strong>Chaabane Djamal,&nbsp;<\/strong>A possibilistic optimization over an integer efficient set within a fuzzy environment,&nbsp;RAIRO Op\u00e9rations Research&nbsp;54, 5,&nbsp;Pages 1437\u20131452(2020),&nbsp;&nbsp;EDP SCIENCES.&nbsp;<strong>Doi :<\/strong>&nbsp;&nbsp;<a href=\"https:\/\/doi.org\/10.1051\/ro\/2019077\">https:\/\/doi.org\/10.1051\/ro\/2019077<\/a>.<\/li>\n\n\n\n<li>&nbsp;Said OUZNADJI, <strong>Djamal CHAABANE<\/strong> and Messaoud THAMERI,&nbsp;Multiple Objective optimization Applied to Speech enhancement problem,&nbsp;RAIRO &#8211; OPERATIONS RESEARCH 54(6), (2020) Pages&nbsp;1555-1572,&nbsp;EDP SCIENCES.&nbsp;<strong>Doi :<\/strong>&nbsp;&nbsp;&nbsp;.<\/li>\n\n\n\n<li>Benkanoun Yazid, Bouroubi Sadek, <strong>Chaabane Djamal,<\/strong>&nbsp;Evolutionary Metaheuristics to Solve Multiobjective Assignment Problem in Telecommunication Network: Multiobjective Assignment Problem,&nbsp;International Journal of Applied Metaheuristic Computing (IJA), V 11, (2020) .&nbsp;<strong>Doi :<\/strong>&nbsp; &nbsp;<a href=\"https:\/\/doi.org\/10.1051\/ro\/2019077\">https:\/\/doi.org\/10.4018\/IJAMC.2020040103<\/a>.<\/li>\n\n\n\n<li>Wissem Achour, <strong>Djamal Chaabane <\/strong>&amp; V\u00edctor Blanco,&nbsp;An improved algorithm to compute the \u03c9-primality,&nbsp;Optimization Letters,&nbsp;<a href=\"https:\/\/link.springer.com\/journal\/11590\"><em>Optimization Letters<\/em><\/a>&nbsp;<strong>volume&nbsp;15<\/strong>,&nbsp;pages97\u2013107 (2021).&nbsp;Doi :&nbsp; &nbsp;https:\/\/doi.org\/10.1007\/s11590-020-01589-w.<\/li>\n\n\n\n<li>Soukeur, El; <strong>Chaabane, Djamal<\/strong>; Amarouche, Khalid; Bachari, Nour,&nbsp;Creating an artificial neural network time series model for the prediction of daily solar radiation in Oran,&nbsp;DESALINATION AND WATER TREATMENT,&nbsp;vol.255, pp.163-171, (2022),&nbsp;<strong>Doi :<\/strong>&nbsp;<a href=\"http:\/\/doi.org\/10.5004\/dwt.2022.28337\">10.5004\/dwt.2022.28337<\/a>.<\/li>\n\n\n\n<li>Djellouli Younes; Hamadou Sarah;&nbsp;<strong>Chaabane Djamal,&nbsp;<\/strong>Parallel optimization over the integer efficient set, Intl. Trans. In Op. Res. 0 (2022) 1)26,&nbsp;<strong>DOI:&nbsp;<\/strong><a href=\"https:\/\/doi.org\/10.1111\/itor.13202\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/doi.org\/10.1111\/itor.13202<\/a><\/li>\n\n\n\n<li><strong>Djamal Chaabane<\/strong>, Nadia Lachemi;&nbsp;Optimizing over the Efficient Set of the binary Bi-objective Knapsack problem,&nbsp;<a href=\"https:\/\/yujor.fon.bg.ac.rs\/index.php\/yujor\/index\">Yugoslav Journal of Operations Research<\/a>,&nbsp;&nbsp;&nbsp;<a href=\"http:\/\/dx.doi.org\/10.2298\/YJOR210915014S\">http:\/\/dx.doi.org\/10.2298\/YJOR210915014S<\/a>,&nbsp;Accepted: September 2022.<\/li>\n\n\n\n<li><strong>Djamal Chaabane<\/strong>,Keffache Djedjiga,&nbsp;Multi-criteria decision-making based on novel fuzzy generalized divergence and knowledge measures,&nbsp;<a href=\"https:\/\/link.springer.com\/journal\/41066\"><em>Granular Computing<\/em><\/a>&nbsp;(2022).&nbsp; https:\/\/doi.org\/10.1007\/s41066-022-00352-z&nbsp;<\/li>\n<\/ol>\n<\/blockquote>\n\n\n\n<p><strong>Fichier<\/strong>:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/proceeding_balkor_2011.pdf\">proceeding_balkor_2011.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/MCDM2015_0-.pdf\">MCDM2015_0.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/itor_chaaane_Younes_17482563-1.pdf\">itor_chaaane_Younes_17482563-1.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_rairo_2002.pdf\">e_rairo_2002.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_JIMO2010.pdf\">e_JIMO2010.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_itor_2018.pdf\">e_itor_2018.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_itor_2012.pdf\">e_itor_2012.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li> <img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\">e<a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_ejor_chaabane_2006.pdf\">_ejor_chaabane_2006.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_chaabane_menni2019.pdf\">e_chaabane_menni2019.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_chaabane_mahdi_rairo2014.pdf\">e_chaabane_mahdi_rairo2014<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_chaabane_kantour2019.pdf\">e_chaabane_kantour2019.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" width=\"43\" height=\"43\" class=\"wp-image-179\" style=\"width: 43px;\" src=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/logopdf_1_18.png\" alt=\"\"><a href=\"https:\/\/lamcdro.usthb.dz\/wp-content\/uploads\/2024\/05\/e_chaabane_cms.pdf\">e_chaabane_cms.pdf<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><img loading=\"lazy\" decoding=\"async\" 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