The main theme of this paper is how to design an iterative learning controller in order to make the learning algorithm to be more robust to the initial error and/or guarantee the exponential convergence in the sense of the sup-norm. To this end, we restrict our attention to the PD-type ...
Code Issues Pull requests Design of OpenMP-based Parallel Dynamic Louvain algorithm for community detection. community experiment algorithm graph optimization detection openmp multithreading modularity louvain agglomerative iterative Updated Sep 16, 2024 C++ Yy...
The user feedback you gather in the iterative design process can help you identify usability problems. But users rarely can tell you how to fix those issues because they may not know the answer. Iteration based on user feedback will help you tweak, but may not solve the problem. As you ...
This clearly demonstrates that the way to design a good iterative formula is very important. From a mathematical point of view, an algorithm A tends to generate a new and better solution xt+1 to a given problem from the current solution xt at iteration or time t. That is, (1.9)xt+1=...
Source Code|Documentation|MRI Recon Tutorial|MRI Pulse Design Tutorial SigPy is a package for signal processing, with emphasis on iterative methods. It is built to operate directly on NumPy arrays on CPU and CuPy arrays on GPU. SigPy also provides several domain-specific submodules:sigpy.plotfor...
The internal model principle yields conditions under which perfect tracking can be achieved but the design of the control algorithm still leaves many decisions to be made to suit the application. This is a relatively new technique, and it has been applied as a MAV position controller and ...
1Introduction In this work we consider a problem of computing a large number of eigenvalues in an open real intervaland the corresponding eigenvectors of the nonlinear eigenvalue problem (NEP) (1) whereis a family of large and sparse Hermitian matrices for every. We furthermore assume that the...
Except for the reconstruction accuracy, the convergence and running speed are also the important issues for a novel iterative method. Here, we first investigated the convergence of the modified MP algorithm (MMP) and the classic matching pursuit algorithm (MP) under different parameter configuration....
The core idea is to perform circuit rewriting in a way that is both local, i.e., is applied piece-wise to selected subcircuits, and extensive, i.e., systematically explores the design space for good solutions. Prerequisits Install the following tools: Python Linux Yosys: link (https://...
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