Essays about: "aco"

Showing result 6 - 10 of 15 essays containing the word aco.

  1. 6. Forecasting Components Failure Using Ant Colony Optimization For Predictive Maintenance

    University essay from Högskolan i Halmstad/Akademin för informationsteknologi

    Author : Durlabh Shahi; Ankit Gupta; [2020]
    Keywords : ACO; predictive Maintenance; fault detection;

    Abstract : Failures are the eminent aspect of any machine and so is true for vehicle as it is one of the sophisticated machines of today’s time. Early detection of faults and prioritized maintenance is a necessity of vehicle manufactures as it enables them to reduce maintenance cost and increase customer satisfaction. READ MORE

  3. 7. Improvement of Container Placement Using Multi-Objective Ant Colony Optimization

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

    Author : Benjamin Burvall; [2019]
    Keywords : ;

    Abstract : High resource requirements on software containers lead to the need for cloud users to find an optimal placement for each container to maximize the resource utilization in the cloud environment. Previous methods have scheduled containers in a cloud environment, optimizing a single objective, both in theory and practice. READ MORE

  4. 8. Ant Colony Optimization - Optimal Number of Ants

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

    Author : Lars Pettersson; Christoffer Lundell Johansson; [2018]
    Keywords : ;

    Abstract : The focus of this thesis paper is to study the impact the number of ants has on the found solution of the Ant Colony Optimization (ACO) metaheuristic when solving the Traveling Salesman Problem. The goal was to find out how the length of the computed tours change for different amounts of ants within a limited number of iterations. READ MORE

  5. 9. PID tuning with Ant Colony Optimization (ACO) : A framework for a step response based tuning algorithm

    University essay from Mittuniversitetet/Avdelningen för elektronikkonstruktion

    Author : Carl Johan Björk; [2018]
    Keywords : PID; self-tuning; control system; building automation; ant colony optimization; neural networks; open-loop; closed-loop; step response.; PID; självtrimning; reglersystem; byggnadsautomation; myrkolonioptimering; neurala nätverk; öppen slinga; sluten slinga; stegsvar.;

    Abstract : The building automation industry lacks an affordable, simple, solution for autonomous PID controller tuning when overhead variables fluctuate. In this project, requested by Jitea AB, a solution was developed, utilising step response process modelling, numerical integration of first order differential equations, and Ant Colony Optimization (ACO). READ MORE

  6. 10. Comparing MAX-MIN and Rank-based Ant Colony Optimization Algorithms for solving the University Course Timetabling Problem

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

    Author : Felix Broberg; Emelie Eriksson; [2018]
    Keywords : ;

    Abstract : The University Course Timetabling Problem (UCTP) is a scheduling problem regarding courses, time slots and rooms, and is often accompanied by a set of feature requirements. As non-trivial instances of the UCTP are NP-hard, traditional computational methods are ineffective. READ MORE