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The theoretical ideas and developments showing the fundamental basis for formulating a family of generalized time discretization operators from the framework of a generalized time weighted residual philosophy are first described which can be broadly categorized as Type 1, Type 2 and Type 3 family of time operators.
K. Tamma, X. Zhou, D. Sha
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Computational complexity of robust control: A review of theoretical and algorithmic developments
The main role of feedback control is to address the effects of uncertainties, and much of the control literature since the 1980s has involved the analysis and design of uncertain systems. As the complexity of the systems that are being controlled continues to increase, a practical consideration is the computational cost of control analyses and design ...
Kwang-Ki K. Kim, Richard D. Braatz
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AbstractA new and simple computational algorithm for obtaining suboptimal singular and/or bang‐bang solutions of typical lumped and distributed parameter control problems is proposed. The algorithm is based on the piecewise maximization of the Hamiltonian and a limiting process utilizing a penalty function of the control variables.
N. Nishida +3 more
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Communication Compression for Byzantine Robust Learning: New Efficient Algorithms and Improved Rates
International Conference on Artificial Intelligence and Statistics, 2023Byzantine robustness is an essential feature of algorithms for certain distributed optimization problems, typically encountered in collaborative/federated learning.
Ahmad Rammal +4 more
semanticscholar +1 more source
Artificial Neural Networks for Photonic Applications: From Algorithms to Implementation
Advances in Optics and Photonics, 2023This tutorial-review on applications of artificial neural networks in photonics targets a broad audience, ranging from optical research and engineering communities to computer science and applied mathematics.
Pedro J. Freire +3 more
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Algorithms at War: The Promise, Peril, and Limits of Artificial Intelligence
International Studies Review, 2020How might rapid advances in artificial intelligence (AI) technologies affect the construction and application of military power? Despite the emerging importance of AI systems in defense modernization initiatives, there has been little empirical or ...
Benjamin Jensen +2 more
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International Journal for Numerical Methods in Engineering, 1999
Summary: New theoretical ideas and developments describing the fundamental underlying basis for formulating a general family of time discretization operators for first-order parabolic systems emanating from the framework of a generalized time weighted philosophy are first presented which can be broadly classified as pertaining to Type 1, Type 2 and ...
Tamma, K. K., Zhou, X., Sha, D.
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Summary: New theoretical ideas and developments describing the fundamental underlying basis for formulating a general family of time discretization operators for first-order parabolic systems emanating from the framework of a generalized time weighted philosophy are first presented which can be broadly classified as pertaining to Type 1, Type 2 and ...
Tamma, K. K., Zhou, X., Sha, D.
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Discovering Computer Science, 1995
The study of networks, including computer networks, social networks, and biological networks, has attracted enormous interest in recent years. The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and
Jessen T. Havill
semanticscholar +1 more source
The study of networks, including computer networks, social networks, and biological networks, has attracted enormous interest in recent years. The rise of the Internet and the wide availability of inexpensive computers have made it possible to gather and
Jessen T. Havill
semanticscholar +1 more source
A Systematic Review on Bat Algorithm: Theoretical Foundation, Variants, and Applications
Archives of Computational Methods in Engineering, 2021T. Agarwal, Vijay Kumar
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