Data Classification and Prediction Using Support Vector Machines (SVM)
Implementation of SVM-based data classification prediction for wine type identification with feature selection and model optimization techniques
Generation of Wind Load Time Series with Implementation Approaches
Generating Wind Load Time Series for Structural Engineering Applications
Fourier Transform and Inverse Transform Examples
Practical Implementation Examples of Fourier Transform and Inverse Transform with Code-Based Explanations
MATLAB Code Implementation for Heat Conduction Equation with Numerical Methods
MATLAB program code for solving the heat conduction equation using finite difference method, including discretization, stability analysis, and visualization techniques
Newton's Method for Solving Nonlinear Equation Systems
Newton's Iterative Method for Nonlinear Equation Systems with Implementation Insights
Array Signal Pattern Simulation Source Code
Source code implementation for array signal pattern simulation with comprehensive beamforming analysis
Numerical Integration in Meshless Galerkin Methods
Numerical integration techniques employed in meshless Galerkin methods with implementation considerations
Calculating Node Closeness Centrality in Complex Networks
Compute Closeness Centrality for Nodes in Complex Networks with Algorithm Explanations and MATLAB Implementation
Mutual Information Method for Calculating Delay Time
Mutual Information Method for Calculating Delay Time with Algorithm Implementation Insights
Converting MAT Files to HDR Format Files
Converting MAT Files to HDR Format Files with Code Implementation Details
An Improved Otsu's Method for Image Thresholding
An Enhanced Version of Otsu's Thresholding Algorithm with Implementation Strategies
Direct Torque Control of Permanent Magnet Synchronous Motors
Direct Torque Control for Permanent Magnet Synchronous Motors with Implementation Details
GM(1,1) Grey Prediction Function
GM(1,1) Grey Prediction Function - A mathematical modeling approach for limited dataset forecasting
Classic Dijkstra Algorithm
Classic Dijkstra Algorithm - Implementation and Optimization Approaches
Forward-Backward Sweep Method for Distribution Network Power Flow Calculation
An iterative algorithm for radial distribution network analysis with code implementation insights
MATLAB Program Design and Implementation for Inverted Pendulum Control System
MATLAB simulation of inverted pendulum system covering dynamic modeling, controller design, and visualization implementation
Algebraic Reconstruction Technique for Solving Inverse Problems
Implementation of Algebraic Reconstruction Technique (ART) as an iterative numerical method for solving inverse problems, particularly linear systems (Ax = b), with code-related descriptions of algorithm workflow and optimization strategies.
Merging Rules for Region Adjacency Graphs (RAG)
Merging Rules for Region Adjacency Graphs (RAG) - Implementation strategies for image segmentation optimization
Numerical Methods for Solving One-Dimensional Heat Conduction Problems with Code Implementation
Implementing numerical solutions for 1D heat conduction problems using finite difference methods with MATLAB code examples
Implementing Nonnegative Matrix Factorization with ADMM Algorithm
A comprehensive guide to Nonnegative Matrix Factorization using the Alternating Direction Method of Multipliers, with code implementation insights