Essays about: "tabu search algorithm"

Showing result 1 - 5 of 21 essays containing the words tabu search algorithm.

  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. A Comparative Study of Optimization Methods for a Resource Allocation in Mobile Communications

    University essay from Uppsala universitet/Institutionen för informationsteknologi

    Author : Dexter Leander; [2022]
    Keywords : ;

    Abstract : This thesis addresses a resource allocation problem in mobilecommunications. The objective is to allocate a set of resource blocks to a set of users in a way that the total transmission rate between them is maximized. READ MORE

  4. 3. Finding Locally Unique IDs in Enormous IoT systems

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Sebastian Yngman; [2022]
    Keywords : IoT; Internet of Things; Graph Coloring; Optimization;

    Abstract : The Internet of Things (IoT) is an important and expanding technology used for a large variety of applications to monitor and automate processes. The aim of this thesis is to present a way to find and assign locally unique IDs to access points (APs) in enormous wireless IoT systems where mobile tags are traversing the network and communicating with multiple APs simultaneously. READ MORE

  5. 4. Study of an automated testing procedure with dynamic job scheduling and automatic error handling

    University essay from Lunds universitet/Industriell elektroteknik och automation

    Author : Tom Andersson; [2021]
    Keywords : Automation; Testing; Dynamic job scheduling; Automatic error handling; Concept generation; Heuristic rules; Dispatching rules; Branch and bound; A*; Dynamic programming; Beam search; Genetic algorithms; Tabu search; Simulations; C#; Technology and Engineering;

    Abstract : During the production of Axis's cameras, the optics modules have to do a number of tests and calibrations that are performed in different test stations. The test and calibration sequence differs between different models. This has so far been done manually by having operators move the units between test stations. READ MORE

  6. 5. A New Approach for Solving the Disruption in Vehicle Routing Problem During the Delivery : A Comparative Analysis of VRP Meta-Heuristics

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sai Chandana Kaja; [2020]
    Keywords : Vehicle Routing Problem; Disruption; Vehicle breakdown; Solution algorithms; Meta-heuristics; Tabu Search.;

    Abstract : Context. The purpose of this research paper is to describe a new approach for solving the disruption in the vehicle routing problem (DVRP) which deals with the disturbance that will occur unexpectedly within the distribution area when executing the original VRP plan. READ MORE