Essays about: "thesis on genetic algorithm"
Showing result 1 - 5 of 109 essays containing the words thesis on genetic algorithm.
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1. Anomaly Detection for Network Traffic in a Resource Constrained Environment
University essay from Mälardalens universitet/Akademin för innovation, design och teknikAbstract : Networks connected to the internet are under a constant threat of attacks. To protect against such threats, new techniques utilising already connected hardware have in this thesis been proven to be a viable solution. READ MORE
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2. Introducing GA-SSNN: A Method for Optimizing Stochastic Spiking Neural Networks : Scaling the Edge User Allocation Constraint Satisfaction Problem with Enhanced Energy and Time Efficiency
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : As progress within Von Neumann-based computer architecture is being limited by the physical limits of transistor size, neuromorphic comuting has emerged as a promising area of research. Neuromorphic hardware tends to be substantially more power efficient by imitating the aspects of computations in networks of neurons in the brain. READ MORE
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3. Constellation Optimization using Genetic Algorithm : Combining SAR & Optical Sensors with AI Requirements
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : With increasing world tensions and improvements of satellites and their sensors, the interest and possibility of using space and satellites for defensive purposes has increased greatly. However, not much research has been conducted into the needs and possibilities of satellite constellations over Sweden, especially using SAR and optical sensors combined with AI object detection. READ MORE
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4. Optimal Capacity Connection Queue Management for TSOs and DSOs
University essay from Uppsala universitet/Avdelningen för datalogiAbstract : As the electricity demand increases dramatically in Sweden, the need of using the existing electricity grid as efficiently as possible gains more importance. Simultaneously as needs expand, so does production in the form of wind parks and solar parks. READ MORE
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5. 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)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