Sökning: "bin packing problem"

Visar resultat 1 - 5 av 11 uppsatser innehållade orden bin packing problem.

1. 1. A Bayesian Bee Colony Algorithm for Hyperparameter Tuning of Stochastic SNNs : A design, development, and proposal of a stochastic spiking neural network and associated tuner

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Signaler och system

   Författare :Oskar Falkeström; [2023]
   Nyckelord :edge computing; edge user allocation; constraint satisfaction problem; bin packing problem; spiking neural networks; SNN; stochastic spiking neural networks; neuromorphic computing; hyperparameter tuning; swarm intellience; artificial bee colony algorithm; tree-structured Parzen estimator; stochastic optimization; Bayesian optimization.;

   Sammanfattning : With the world experiencing a rapid increase in the number of cloud devices, continuing to ensure high-quality connections requires a reimagining of cloud. One proponent, edge computing, consists of many distributed and close-to-consumer edge servers that are hired by the service providers. LÄS MER

3. 2. Optimizing E-commerce Logistics: A Multi-Metric Approach to the Bin Packing Problem

   Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

   Författare :Vilhelm Melkstam; Anton Magnusson; [2023]
   Nyckelord :bin packing problem; logistics; order partitioning; e-commerce;

   Sammanfattning : The optimization of package selection in logistics, particularly within the realm of e-commerce, offers numerous potential advantages, such as a reduction in environmental impact and decreased costs. This thesis addresses the problem of allocating items to the minimum number of packages, known as the bin packing problem, by proposing various heuristics. LÄS MER

4. 3. Think inside the box : 3D bin packing visualized with spatial AR andautomated depth feedback

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Konrad Wihl; [2023]
   Nyckelord :Logistics; Augmented Reality; 3D bin packing; Logistik; Augmented Reality; 3D-lådpackning;

   Sammanfattning : In modern day logistics, small and medium sized consumer goods are often manually handled and packaged in fulfillment centres and warehouses. When time efficiency is prioritised, there exists the risk to pick too big a package and thus waste space which can naturally lead to unwanted consequences such as unnecessary transports being booked and excess package material being used. LÄS MER

5. 4. Multi-Constrained Network Occupancy Optimization

   Magister-uppsats, Mälardalens högskola/Inbyggda system

   Författare :Amar Halilovic; Nedim Zaimovic; [2020]
   Nyckelord :;

   Sammanfattning : Increasingly different types of information are required in systems, resulting in the diverse and widespread use of networks. The increase in the number of devices on networks significantly increases network traffic and network load, limiting network propagation speed, and increasing the possibility of collisions and lost information. LÄS MER

7. 5. Latency and Traffic Aware Container Placement in Distributed Cloud

   Master-uppsats, Linköpings universitet/Programvara och system

   Författare :Lenny Johansson; [2019]
   Nyckelord :;

   Sammanfattning : Distributed cloud is a key technology for 5G networks and is emerging as an alternative cloud infrastructure for hosting latency critical and traffic-intense applications. Placing computational resources on the edge of networks allows applications to be hosted closer to end users and traffic generating sources, which will reduce latency and traffic deeper in the network. LÄS MER