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Showing result 1 - 5 of 11 essays matching the above criteria.

  1. 1. EMONAS : Evolutionary Multi-objective Neuron Architecture Search of Deep Neural Network

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

    Author : Jiayi Feng; [2023]
    Keywords : DNN Deep Neural Network ; NAS Neural Architecture Search ; EA Evolutionary Algorithm ; Multi-Objective Optimization; Binary One Optimization; Embedded Systems; DNN Deep Neural Network ; NAS Neural Architecture Search ; EA Evolutionary Algorithm ; Multi-Objective Optimization; Binary One Optimization; Inbyggda system;

    Abstract : Customized Deep Neural Network (DNN) accelerators have been increasingly popular in various applications, from autonomous driving and natural language processing to healthcare and finance, etc. However, deploying them directly on embedded system peripherals within real-time operating systems (RTOS) is not easy due to the paradox of the complexity of DNNs and the simplicity of embedded system devices. READ MORE

  3. 2. Mjölkkarusellen : hur Holistiskt Planerad Betesdrift kan öka hållbarheten i en sinande värld

    University essay from SLU/Dept. of Clinical Sciences

    Author : Ida Andersson; [2023]
    Keywords : betesplanering; betesdrift; rotationsbete; hållbarhet; småskalighet; regenerativt jordbruk; mjölkproduktion; biologi; holism;

    Abstract : The problems raised due to rapid climate change are complex challenges with various underlying concerns. One of these concerns is the momentary solutions adapted in intensive factory farming, which have led to losses in nature’s finite resources. READ MORE

  4. 3. Data Harvesting and Path Planning in UAV-aided Internet-of-Things Wireless Networks with Reinforcement Learning : KTH Thesis Report

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

    Author : Yuming Zhang; [2023]
    Keywords : Unmanned aerial vehicle; the Internet of Things; data harvesting; obstacle avoidance; path planning; deep reinforcement learning; Obemannat luftfordon; sakernas internet; datainsamling; undvikande av hinder; vägplanering; djup förstärkningsinlärning;

    Abstract : In recent years, Unmanned aerial vehicles (UAVs) have developed rapidly due to advances in aerospace technology, and wireless communication systems. As a result of their versatility, cost-effectiveness, and flexibility of deployment, UAVs have been developed to accomplish a variety of large and complex tasks without terrain restrictions, such as battlefield operations, search and rescue under disaster conditions, monitoring, etc. READ MORE

  5. 4. Manufacturing Knowledge Management Using a Virtual Factory-Based Ontology Implemented in a Graph Database

    University essay from Högskolan i Skövde/Institutionen för ingenjörsvetenskap

    Author : Mehran Ghorbani Tajani; [2022]
    Keywords : Knowledge Management; Ontology; Graph database; Graph theory; Virtual Factory; Knowledge-Driven Optimization;

    Abstract : Ontology-based technologies like Semantic Web and Knowledge Graphs are promising for knowledge management in manufacturing industries. In the literature there are abundant of publications related to using ontologies to represent and capture knowledge in manufacturing. READ MORE

  6. 5. Development of an Open-source Multi-objective Optimization Toolbox

    University essay from Linköpings universitet/Maskinkonstruktion

    Author : Soheila Aeeni; [2019]
    Keywords : ;

    Abstract : The industrial trend is currently to increase product customization, and at the same time decrease cost, manufacturing errors, and time to delivery. These are the main goal of the e-FACTORY project which is initiated at Linköping university to develop a digital framework that integrates digitization technologies to stay ahead of the competitors. READ MORE