Rezultati pretrage - (algorithm OR algorithms) performance

  1. Feature Papers of Forecasting 2021

    Izdano 2022
    Teme: “…harmony search algorithm…”
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  2. iCity. Transformative Research for the Livable, Intelligent, and Sustainable City

    Izdano 2022
    “…The book covers research in the fields of energy (i.e. algorithms for heating and energy storage systems, simulation programs for thermal local heating supply, runtime optimization of combined heat and power (CHP), natural ventilation), mobility (i.e. charging distribution and deep learning, innovative emission-friendly mobility, routing apps, zero-emission urban logistics, augmented reality, artificial intelligence for individual route planning, mobility behavior), information platforms (i.e. 3DCity models in city planning: sunny places visualization, augmented reality for windy cities, internet of things (IoT) monitoring to visualize device performance, storing and visualizing dynamic energy data of smart cities), and buildings and city planning (i.e. sound insulation of sustainable facades and balconies, multi-camera mobile systems for inspection of tunnels, building-integrated photovoltaics (BIPV) as active façade elements, common space, the building envelopes potential in smart sustainable cities).…”
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  3. Soft and Stiffness-controllable Robotics Solutions for Minimally Invasive Surgery

    Izdano 2022
    “…Also, many control algorithms suffer from stability problems in the presence of unexpected conditions. …”
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  4. Recent Advances and Applications of Machine Learning in Metal Forming Processes

    Izdano 2022
    “…Machine learning (ML) technologies are emerging in Mechanical Engineering, driven by the increasing availability of datasets, coupled with the exponential growth in computer performance. In fact, there has been a growing interest in evaluating the capabilities of ML algorithms to approach topics related to metal forming processes, such as: Classification, detection and prediction of forming defects; Material parameters identification; Material modelling; Process classification and selection; Process design and optimization. …”
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  5. Modeling and Simulation in Engineering

    Izdano 2023
    Teme: “…accelerated algorithm…”
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  6. Hyperparameter Tuning for Machine and Deep Learning with R

    Izdano 2023
    “…Essential topics covered include: a survey of important model parameters; four parameter tuning studies and one extensive global parameter tuning study; statistical analysis of the performance of ML and DL methods based on severity; and a new, consensus-ranking-based way to aggregate and analyze results from multiple algorithms. …”
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  7. Architecture of Advanced Numerical Analysis Systems od Wang, Liang, Zhao, Jianxin

    Izdano 2023
    “…What You Will Learn Optimize core operations based on N-dimensional arrays Design and implement an industry-level algorithmic differentiation module Implement mathematical optimization, regression, and deep neural network functionalities based on algorithmic differentiation Design and optimize a computation graph module, and understand the benefits it brings to the numerical computing library Accommodate the growing number of hardware accelerators (e.g. …”
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