In this paper I am going to present the main applications of divide and conquer approach to design algorithms to solve some specific problems and the impact on the time complexity of the algorithm. Basic of this
An effective way to reduce the analytical complexity in eqn (6) is to take the lower bound of the following E[lnτ]≥lnE[τ], E[lnv]≥lnE[v] and E[ln(1−v)]≥ln(1−E[v]). This means that we only have to approximate the integral of the variational...
In addition, this paper selects the stock data of Oceania, North America, Asia and Europe, as well as the sensors data of the Ring 2 and Ring 3 in Beijing, China to analyze the relationship between prediction accuracy and time series complexity. We take the couplings between the predicted ...
The algorithm has linear [O(n)] time complexity for several important subclasses of the general model. We show how a slight adaptation of the algorithm can be used for the detection of a minimal forecast horizon and associated planning horizon. The adapted algorithm continues to have ...
In recent years, rapid developments of quantum computer are witnessed in both the hardware and the algorithm domains, making it necessary to have an updated review of some major techniques and applications in quantum algorithm design. In this survey as well as tutorial article, the authors first ...
In particular, we show that the complexity of the sequential iterate error is at o(1 / k). Under the assumption that the objective function is composed of a quadratic convex function and ℓ0 regularization, we show that the PIHT algorithm has R-linear convergence rate. Finally, we ...
Each algorithm contains a header with the author of the code, the date it was added, a description of the algorithm, its testing status, and preferably also source, license and time complexity. kactl.pdf is to be kept to 25 pages + cover page. Occasionally the generated kactl.pdf is co...
C# code to create a new folder and apply password protection to open it c# code to execute batch file c# code to get password complexity of active directory C# code to left shift elements in an array C# code to load image from SQL Server database into a picture box C# Code to Process...
In equation (2), the first term indicates the empirical error, and the second term means the degree of flatness of the function. Pertaining to this, the constant C acts as the penalty parameter that governs the trade-off between the complexity of the model and the empirical error. To solve...
A decision-support tool that is based on this simple model could provide recommendations in real time, something that may be challenging with a continuous-velocity model, whose computational complexity is much higher. A second observation is that velocity oscillations persist in the continuous-velocity...