Essays about: "EA Evolutionary Algorithm"
Found 5 essays containing the words EA Evolutionary Algorithm.
-
1. EMONAS : Evolutionary Multi-objective Neuron Architecture Search of Deep Neural Network
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)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
-
2. Using an evolutionary algorithm to search for control algorithm parameters with a quadrocopter as hardware in the loop
University essay from Mälardalens högskola/Akademin för innovation, design och teknikAbstract : This thesis describes the process of finding control loop parameters for a quadrocopter using machine learning techniques and a hardware in the loop evaluation method. A quadrocopter is an Unattended Aerial Vehicle (UAV) with four rotors that can be controlled individually to steer the vehicle. READ MORE
-
3. Description and Application of Genetic Algorithm
University essay from Blekinge Tekniska Högskola/Sektionen för ingenjörsvetenskapAbstract : Genetic Algorithm (GA) as a class of Evolutionary Algorithm (EA) is a search algorithm based on the mechanics of natural selection and natural genetics. This dissertation presents the description, solving procedures and application of GA. READ MORE
-
4. Models for Protein Structure Prediction by Evolutionary Algorithms
University essay from Institutionen för datavetenskapAbstract : Evolutionary algorithms (EAs) have been shown to be competent at solving complex, multimodal optimisation problems in applications where the search space is large and badly understood. EAs are therefore among the most promising classes of algorithms for solving the Protein Structure Prediction Problem (PSPP). READ MORE
-
5. A Comparison of Simple Recurrent and Sequential Cascaded Networks for Formal Language Recognition
University essay from Institutionen för datavetenskapAbstract : Two classes of recurrent neural network models are compared in this report, simple recurrent networks (SRNs) and sequential cascaded networks (SCNs) which are first- and second-order networks respectively. The comparison is aimed at describing and analysing the behaviour of the networks such that the differences between them become clear. READ MORE
