Sökning: "self-adaptation"

Visar resultat 1 - 5 av 11 uppsatser innehållade ordet self-adaptation.

  1. 1. Reuse in Self-Adaptive Software Systems: A Literature Review

    Magister-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Ruth Dirnfeld; [2021]
    Nyckelord :Self-Adaptive Systems; Autonomic Systems; Software Reuse; Reuse Methods; Systematic Literature Review;

    Sammanfattning : Software engineers and researchers in the field are constantly developing new technologies to manage the complexity of current software systems. There is an increasing need for mechanisms that can deal with dynamics in the systems' environment, goals, and requirements. LÄS MER

  3. 2. Reuse in Self-Adaptive Software Systems: A Literature Review

    Magister-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Ruth Dirnfeld; [2021]
    Nyckelord :Self-Adaptive Systems; Autonomic Systems; Software Reuse; Reuse Methods; Systematic Literature Review;

    Sammanfattning : Software engineers and researchers in the field are constantly developing new technologies to manage the complexity of current software systems. There is an increasing need for mechanisms that can deal with dynamics in the systems’ environment, goals, and requirements. LÄS MER

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

    Master-uppsats, Lunds universitet/Beräkningsbiologi och biologisk fysik - Genomgår omorganisation

    Författare :Robin Emanuelsson; [2020]
    Nyckelord :Physics and Astronomy;

    Sammanfattning : 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. LÄS MER

  5. 4. Evaluation of self-adaptation using invocation patterns in service oriented architectures

    Kandidat-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Matus Maruna; [2019]
    Nyckelord :adaptive systems; service oriented architecture; self-adaptation;

    Sammanfattning : The execution of service oriented applications is based on the invocation of services that perform tasks for the application. Often, multiple service providers provide the same service, with the main differentiating factor being their Quality of Service. LÄS MER

  7. 5. Applying Artificial Neural Networks to Reduce the Adaptation Space in Self-Adaptive Systems : an exploratory work

    Magister-uppsats, Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Författare :Sarpreet Singh Buttar; [2019]
    Nyckelord :Self-Adaptive Systems; Self-Adaptation; Architecture-Based Adaptation; Autonomous Systems; Cyber-Physical Systems; CPS; DeltaIoT; IoT; ActivFORMS; MAPE-K Feedback Loop; Runtime Uncertainties; Adaptation Space; Analysis; Machine Learning; Artificial Neural Network; ANN; Online Learning; Deep Learning; Online Supervised Learning; Incremental Learning; Classification; Multi-Layer Perceptron; MLP;

    Sammanfattning : Self-adaptive systems have limited time to adjust their configurations whenever their adaptation goals, i.e., quality requirements, are violated due to some runtime uncertainties. Within the available time, they need to analyze their adaptation space, i. LÄS MER