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Documents Rapports de stage Traineeship proposal ANALYSIS AND COMPARISON OF PARAMETER TUNING FOR LOCAL SEARCH ALGORITHMSLocation either University of Nantes LINA or University of Angers LERIA FranceSalary up to for the whole periodStarting date May Duration at least monthsContact Charlotte Truchet charlotte nantes fr and Frédéric Saubion Frederic angers frContextDuring the last decades impressive improvements have been achieved to solve complexoptimization problems issued from real world applications which involve more and more dataand constraints In order to tackle large scale instances and intricate problem structures sophisticated solving techniques have been developed and combined to provide efficientsolvers Among the different solving paradigms local search has been widely used as an incompleteoptimization technique for solving such problems It is now integrated in solvers and combinedwith other techniques Local search mainly relies on the basic concept of neighbourhood Starting from an initialconfiguration a local search algorithm tries to reach the optimum by moving locally from aconfiguration to one of its neighbours according to its evaluation The performance of such analgorithm is strongly related to its ability to explore and exploit the search landscape Forinstance when faced to a very rugged landscape one should be able to escape from manylocal optima while in presence of large plateaus one should be able to widely explore thespace In order to manage the balance between exploitation and exploration various efficientheuristics have been proposed usually relying on stochastic perturbations and restarts Unfortunately these heuristics are most of the time controlled by parameters whose settinghas a great impact on the efficiency of the algorithm Well known parameters are for instancethe temperature cooling schedule in simulated annealing or the amount of random walk Parameter tuning is nowadays a crucial issue and various tuning methods have beendeveloped including a dynamic management of parameters during the solving process ... Charlotte Truchet
Documents Etudes supérieures ANVERS Belgique Module I HRM Mkg Trade Web appl e commerce commercial Communication I ECTS Module II Entrepreneur skip law european enslit commmercial com ECTS Module III Mkg Dutch Business English ECTS Module IV Accounting Management ECTS BRAGA Portugal Analysis of internat Relations ECTS Business Contracts law ECTS Corporate finance I ECTS International Trade ECTS Political Economy of International Business ECTS Foreign Business Language ECTS Accouting ECTS Prod Op Managt ECTS Econometrics ECTS BIELEFELD Allemagne Wirstschaft Economics Code unite :VWL 111 ECTS International Business Law Code Unité : AW2 ECTS Internationales Marketing and Management Code Unité : AW 10 ECTS Project Management ECTS International Financial Account ECTS Foundations of International Business ECTS Module Produktion + Logistik ECTS Europe Institutions and Policies ECTS Praktikum Stage ECTS CARLOW Irlande International Marketing Code Unité : H 3405 ECTS International Business and Culture Code Unité : H 3402 ECTS Organisational Behaviour Code Unité : H 3403 ECTS Finance Code Unité : H 3401 ECTS English Project Code Unité : H 3403 ECTS Human Ressources Management ECTS COE COLLEGE Etats Unis Prin Micro Economics Code Unité : ECO ECTS Interm Spanish I Code Unité : SPA ECTS Intercultural Communication Code Unité : RHE ECTS Business Etrics Code Unité : BUS ECTS Media and Mass Communication Code Unité : RHE ECTS Marketing Code Unité : BUS ECTS Prin of Management Code Unité : BUS ECTS Prin of Accouting I Code Unité : BUS ECTS International Economics Code Unité : ECO ECTS Business Law I Code Unité : BUS ECTS Business Finance Code Unité : BUS ECTS Advertissing > pas trouvé Logistique Code Unité : BUS ECTS GÖDÖLLÖ Hongrie Strategic logistics Management ECTS Communication ECTS Labour Economics Environnental regional 4+5+4 ECTS Leadership Basics ECTS Basic Studies of European Union ECTS Financial Market Stock Exchange ECTS Management of wak ECTS Hturpin
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