Essays about: "ParamILS."

Found 1 essay containing the word ParamILS..

  1. 1. Parameter Tuning Experiments of Population-based Algorithms

    University essay from Institutionen för informationsteknologi och medier

    Author : Mikael Nilsson; [2011]
    Keywords : Artificial Intelligence; Ant Colony Optimization; Genetic Algorithm; Self-Organizing Map; Capacitated Vehicle Routing Problem; Capacitated Vehicle Routing Problem with Time Windows; SPOT; ParamILS.;

    Abstract : In this study, three different algorithms are implemented to solve thecapacitated vehicle routing problem with and without time windows:ant colony optimization, a genetic algorithm and a genetic algorithmwith self-organizing map. For the capacitated vehicle routing problemthe Augerat et al’s benchmark problems were used and for the capaci-tated vehicle routing problem with time windows the Solomon’sbenchmark problems. READ MORE