LSSVM Articles - Boardor

Fabric Defect Type Recognition Based on Genetic Optimization SVM MATLAB Simulation

2026-06-07 by boardor

🌠This work includes a complete runnableprogram, Chinese comments,and a program operation video 01 — 🔥Software version: matlab2024b ✨Test results are as follows: 02 — 🌐Source code acquisition method: 🌐Open the “Read the original text” link at the bottom left of the article After opening, search for the algorithm name/keyword as prompted. 03 — 🚀Algorithm Theory … Read more

Optimization of Cutting Parameters for Gear Discs Based on SVM and NSGA-II

2026-06-01 by boardor

1. Problem Background and Core Idea Core Issue: In the machining of gear discs (or other parts), we need to select a set of optimal cutting parameters (usually including cutting speed (v_c), feed rate (f), cutting depth (a_p) etc.) to simultaneously optimize multiple objectives, such as: Minimizing surface roughness (Ra) -> Improving product quality Maximizing … Read more

Implementation of Support Vector Machine (SVM) Model for Precipitation Prediction at Meteorological Stations Based on Random Search Parameter Optimization

2026-05-25 by boardor

Python Implementation of Support Vector Machine (SVM) Model for Precipitation Prediction at Meteorological Stations Based on Random Search Parameter Optimization Author: Xu Haoyuan, Eighth Galaxy Email: [email protected] Data Description The data used in this article is the precipitation data from a meteorological station over the past 3 hours. It is not completely real data and … Read more

3DCNN and Its Combinations: Innovations and MATLAB Code

2026-05-12 by boardor

Introduction This issue introduces a method for bearing fault diagnosis based on multi-resolution mel analysis using 3DCNN. The general idea is to use Mel frequency spectrum analysis to convert one-dimensional fault data into three-dimensional data (as for how to achieve this, it is not convenient to disclose here!) and then input it into the 3DCNN … Read more

Load Forecasting Based on Variational Mode Decomposition and Sparrow Search Algorithm Optimized LSSVM [VMD-SSA-LSSVM] [Multivariate]

2026-02-08 by boardor

Click the blue text above to follow us 📋📋📋 The content of this article is as follows: 🎁🎁🎁 Directory 💥1 Overview 1.1 VMD Variational Mode Decomposition 1.2 LSSVM Least Squares Support Vector Machine 1.3 SSA Sparrow Search Algorithm 📚2 Results 2.1 LSSVM 2.2 Sparrow Optimized LSSVM 2.3 Variational Mode Decomposition Optimized LSSVM 2.4 Variational Mode … Read more

Load Forecasting Based on Variational Mode Decomposition and Sparrow Search Algorithm Optimized LSSVM [VMD-SSA-LSSVM] [Multivariate]

2026-02-01 by boardor