Essays about: "NSGA-III"

Found 3 essays containing the word NSGA-III.

  1. 1. Fair Partitioning of Procedurally Generated Game Maps for Grand Strategy Games

    University essay from Umeå universitet/Institutionen för datavetenskap

    Author : Jens Ottander; [2022]
    Keywords : Procedural map generation; Constrained optimization; Categorical optimization; Multiobjective optimization; Genetic algorithms; NSGA-III; MOEA D-IEpsilon; Grand Strategy Games; Partitioning; Multiplayer Games;

    Abstract : Due to the high cost of manual content creation within the game development industry, methods for procedural generation of content such as game maps and levels have emerged. However, methods for generating game maps have remained relatively unexplored in competitive multiplayer contexts. READ MORE

  3. 2. Production optimization using Discrete Event Simulation : Case study of Volvo Penta engine production line

    University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

    Author : Antonio José Ramos Calderón; [2022]
    Keywords : DES; optimization; genetic algorithms; knowledge extraction; FACTS; MIMER;

    Abstract : Simulation allows decision-makers in modern industries analyse the outputs of specific systems, and predict future ones based on certain decision variables when in combination with optimization and Lean. This project studies the production line of boat engines in Volvo Penta at Vara (Sweden), carrying out different experiments based on a verified and validated model of the real production system using FACTS Analyzer in order to improve the key performance indicators whilst comparing the optimization performance of four genetic algorithms (NSGA-II, NSGA-III, PSO and DE) and extracting knowledge using data mining. READ MORE

  4. 3. Capacitated Multi Depot Green Vehicle Routing for Transporting End-of-Life electrical waste : A practical study on environmental and social sustainability within the field of CMDGVRP with heterogeneous fleets

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Karl-Johan Djervbrant; Andreas Häggström; [2021]
    Keywords : VRP; GVRP; CMDGVRP; Routing; Optimization; Environmental; Sustainability; Environmental sustainability; Social sustainability; Waste collection; Heterogeneous fleet;

    Abstract : A comprehensive study is presented of the Capacitated Multi DepotGreen Vehicle Routing Problem (CMDGVRP) applied to a heterogeneous fleet of electronic waste collecting vehicles with two objectives: to reduce the total fuel consumption of the vehicles (environmental sustainability) and to limit the continuous drive-time of the drivers (social sustainability). Research has been limited from this aspect, and in this study, the focus is on the practical application of pickup and delivery of electronic waste. READ MORE