Essays about: "Tabu-sökning"

Found 2 essays containing the word Tabu-sökning.

  1. 1. Investigating the Use of Digital Twins to Optimize Waste Collection Routes : A holistic approach towards unlocking the potential of IoT and AI in waste management

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Aarati Medehal; [2023]
    Keywords : Internet of Things; Industry 4.0; Smart Cities; Artificial Intelligence; Travelling Salesman problem; Vehicle Routing Problems; Digital Twins; Waste collection; Optimization; Metaheuristics algorithms; Ant Colony Optimization; Simulated Annealing; Particle Swarm; Tabu Search; Genetic Algorithm; Ontology; Digital Twin Definition Language; Internet of Things; Industri 4.0; Smarta städer; Artificiell intelligens; Travelling Salesman problem; Vehicle Routing Problems; Digitala tvillingar; Sophämtning; Optimering; Metaheuristika algoritmer; Ant Colony optimering; Simulerad glödgning; Partikelsvärm; Tabu-sökning; Genetisk algoritm; Ontologi; Digitala tvillingar defintitionsspråk;

    Abstract : Solid waste management is a global issue that affects everyone. The management of waste collection routes is a critical challenge in urban environments, primarily due to inefficient routing. This thesis investigates the use of real-time virtual replicas, namely Digital Twins to optimize waste collection routes. READ MORE

  3. 2. Comparing genetic algorithms and tabu search in the order batch picking problem

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jonas Valfridsson; Johan Vikström; [2019]
    Keywords : ;

    Abstract : In this paper genetic algorithms (GA) and tabu search are compared in the order batch picking problem – modelled as a multiple agent traveling salesman problem. The algorithms are evaluated in a simulated warehouse implemented with class based storage in mind. READ MORE