Essays about: "evolutionary algorithms"

Showing result 21 - 25 of 71 essays containing the words evolutionary algorithms.

  1. 21. Self-adaptive random walk with pesudo-gradients for genetic evolution of an artificial neural network

    University essay from Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Author : Robin Emanuelsson; [2020]
    Keywords : Physics and Astronomy;

    Abstract : To optimize the weights in an artificial neural network most methods rely gradients, which are not always obtainable or desirable. Evolutionary algorithms are instead based on Darwinian evolution where no derivative is needed. READ MORE

  3. 22. Estimation of Red Blood Cell-Count using Neural Networks

    University essay from Lunds universitet/Fysiska institutionen; Lunds universitet/Förbränningsfysik

    Author : David Andersson; [2020]
    Keywords : Artificial neural networks; ANN; Convolutional neural networks; CNN; Red Blood Cells; Hematology; Image analysis; Regression; Malaria; Counting; Automation; Microscopy; Physics and Astronomy;

    Abstract : Quantification through image analysis is used in a multitude of fields, and often requires algorithms tailored to the specific task and object that needs to be quantified. The need for flexibility means that such segmentation algorithms are quickly becoming outdated with the advent of convolutional neural networks, which can be trained to fit the specific requirements of the user. READ MORE

  4. 23. Training Neural Networks with Evolutionary Algorithms for Flash Call Verification

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

    Author : Yini Yang; [2020]
    Keywords : Evolutionary algorithm; Network optimization; Backpropagation; Evolutionär algoritm; Nätverksoptimering; Backpropagation;

    Abstract : Evolutionary algorithms have achieved great performance among a wide range of optimization problems. In this degree project, the network optimization problem has been reformulated and solved in an evolved way. A feasible evolutionary framework has been designed and implemented to train neural networks in supervised learning scenarios. READ MORE

  5. 24. Exploring the Possibilities of Robustness Testing of CoAP Implementations Using Evolutionary Fuzzing

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

    Author : Fredrik Liljedahl; [2019]
    Keywords : ;

    Abstract : Internet of Things (IoT) is a widely used expression to denote the connection of physical objects in the internet. IoT devices are attractive targets for malicious actors as they are often deployed in large numbers with the same software. Such software is important to test in order to prevent malicious abuse. READ MORE

  6. 25. Improving Real-time Scheduling by Evolutionary Algorithms

    University essay from Lunds universitet/Institutionen för datavetenskap

    Author : Hedda Malmström; Sofia Tenerz; [2019]
    Keywords : Technology and Engineering;

    Abstract : .... READ MORE