Sökning: "Non Dominated Pareto Optimal Solutions"

Hittade 3 uppsatser innehållade orden Non Dominated Pareto Optimal Solutions.

  1. 1. Modelling Diversity of Solutions

    Master-uppsats, Uppsala universitet/Institutionen för informationsteknologi

    Författare :Linnea Ingmar; [2019]
    Nyckelord :;

    Sammanfattning : For many combinatorial problems, finding a single solution is not enough. This is clearly the case for multi-objective optimisation problems, as they have no single “best solution” and, thus, it is useful to find a representation of the non-dominated solutions (the Pareto frontier). LÄS MER

  3. 2. Towards Evaluation of the Adaptive-Epsilon-R-NSGA-II algorithm (AE-R-NSGA-II) on industrial optimization problems

    Magister-uppsats, Högskolan i Skövde/Institutionen för ingenjörsvetenskap

    Författare :S. Ruhollah Kashfi; [2015]
    Nyckelord :Simulation based optimization SBO ; Multi- objective optimization; Evolutionary optimization; R-NSGA-II; Adaptive diversity control; performance measure.;

    Sammanfattning : Simulation-based optimization methodologies are widely applied in real world optimization problems. In developing these methodologies, beside simulation models, algorithms play a critical role. LÄS MER

  4. 3. Antenna Optimization in Long-Term Evolution Networks

    Master-uppsats, KTH/Optimeringslära och systemteori

    Författare :Qichen Deng; [2013]
    Nyckelord :Multi-Objective Optimization; Non Dominated Pareto Optimal Solutions; Pareto Front; Cost Function; Stepwise Minimization Algorithm; Random Search Algorithm; Modied Steepest Descent Algorithm; Multi-Objective Genetic Algorithm; Graphical User Interface GUI .;

    Sammanfattning : The aim of this master thesis is to study algorithms for automatically tuning antenna parameters to improve the performance of the radio access part of a telecommunication network and user experience. There are four dierent optimization algorithms, Stepwise Minimization Algorithm, Random Search Algorithm, Modied Steepest Descent Algorithm and Multi-Objective Genetic Algorithm to be applied to a model of a radio access network. LÄS MER