Algorithm Explanations and Examples for 15 Mathematical Modeling Approaches

Detailed algorithm explanations and MATLAB implementation examples for 15 mathematical modeling techniques including Grey Prediction, Grey Relational Analysis, Principal Component Analysis, Fuzzy Clustering Analysis, Stochastic Simulation, Multiple Regression Models, Orthogonal Experimental Design, Graph Theory, Goal Programming Models, Markov Prediction Methods, Time Series Analysis, Fuzzy Comprehensive Evaluation Models, Analytic Hierarchy Process, Fuzzy Mathematics Methods, and Simulated Annealing Algorithm.

Strapdown Inertial Navigation Algorithm Implementation in MATLAB

MATLAB implementation of strapdown inertial navigation algorithm with included sample coordinate points for testing and validation.

Gaussian Particle Filter Algorithm: Detailed Explanation with Implementation Examples

Comprehensive guide to Gaussian Particle Filter algorithm covering state transition matrix computation, sampling techniques, and practical implementations with clear code annotations

MATLAB Program for PSO Optimization of SVM Parameters with Implementation Examples

A MATLAB implementation using Particle Swarm Optimization (PSO) to optimize Support Vector Machine (SVM) parameters, complete with practical examples. This program requires the SVM toolbox to be installed prior to execution.