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Adapting Self-Adaptive Parameters in Evolutionary Algorithms
Applied Intelligence, 2001zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Ko-Hsin Liang +2 more
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Unlock the algorithms: regulation of adaptive algorithms in reproduction
Fertility and Sterility, 2023In the USA, the Food and Drug Administration plans to regulate artificial intelligence and machine learning software systems as medical devices to improve the quality, consistency, and transparency of their performance across specific age, racial, and ethnic groups.
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Oberwolfach Reports, 2017
Overwhelming empirical evidence in computational science and engineering proved that self-adaptive mesh-generation is a must-do in real-life problem computational partial differential equations. The mathematical understanding of corresponding algorithms concerns the overlap of two traditional mathematical disciplines, numerical analysis and ...
Carsten Carstensen, Rob Stevenson
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Overwhelming empirical evidence in computational science and engineering proved that self-adaptive mesh-generation is a must-do in real-life problem computational partial differential equations. The mathematical understanding of corresponding algorithms concerns the overlap of two traditional mathematical disciplines, numerical analysis and ...
Carsten Carstensen, Rob Stevenson
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Adaptation algorithm for adaptive streaming over HTTP
2012 19th International Packet Video Workshop (PV), 2012Internet video makes up a significant part of the Internet traffic and its fraction is constantly growing. In order to guarantee best user experience throughout different network access technologies with dynamically varying network conditions, it is fundamental to adopt technologies enabling a proper delivery of the media content.
Miller K. +3 more
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The EELRU adaptive replacement algorithm
Performance Evaluation, 2003The wide performance gap between processors and disks ensures that effective page replacement remains an important consideration in modern systems. This paper presents early eviction LRU (EELRU), an adaptive replacement algorithm. EELRU uses aggregate recency information to recognize the reference behavior of a workload and to adjust its speed of ...
Yannis Smaragdakis +2 more
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Adaptive stochastic approximation algorithm
Numerical Algorithms, 2017The authors propose a new adaptive step size scheme for the stochastic approximation algorithms based on the tracking of previously noisy function values. Numerical expriments verify better performance of the proposed algorithm with adaptive step sizes compared to the existing algorithms.
Kresoja, Milena +2 more
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Statistical efficiency of adaptive algorithms
Neural Networks, 2003The statistical efficiency of a learning algorithm applied to the adaptation of a given set of variable weights is defined as the ratio of the quality of the converged solution to the amount of data used in training the weights. Statistical efficiency is computed by averaging over an ensemble of learning experiences.
Bernard Widrow, Max Kamenetsky
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An Adaptive Search Optimization Algorithm
IEEE Transactions on Computers, 1974A very fast nongradient procedure for function optimization is described. The procedure is based on the ideas of Rosenbrock [1] and Swann [2]. These were modified and refined to obtain an algorithm which provides an optimum with a very small number of function evaluations.
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Algorithms adapting to point contention
Journal of the ACM, 2003This article introduces the sieve , a novel building block that allows to adapt to the number of simultaneously active processes (the point contention ) during the execution of an operation. We present an implementation of the sieve in which each sieve operation requires O
Hagit Attiya, Arie Fouren
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Adaptive continuous twisting algorithm
International Journal of Control, 2015AbstractIn this paper, an adaptive continuous twisting algorithm (ACTA) is presented. For double integrator, ACTA produces a continuous control signal ensuring finite time convergence of the states to zero. Moreover, the control signal generated by ACTA compensates the Lipschitz perturbation in finite time, i.e.
Jaime A. Moreno +3 more
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