Multi-Objective Optimization Algorithm Based on Genetic Algorithms
Solving multi-objective optimization problems using genetic algorithms, including GUI implementation codes and optimization toolbox integration
SVDD MATLAB Toolbox and Program Suite Including Core and Extended Toolboxes
SVDD's MATLAB toolbox and program collection features both core and extended toolboxes along with a simplified demo program for practical implementation.
MATLAB GADS Toolbox: Genetic Algorithm and Direct Search Toolbox
Application Background: Using MATLAB-based genetic algorithm toolboxes is highly convenient as they provide comprehensive function libraries for evolutionary computation. Popular toolboxes include GATBX and GAOT from the University of Sheffield, and MathWorks' GADS (Genetic Algorithm and Direct Search Toolbox), which is MATLAB's built-in optimization toolkit. Many users encounter function call issues due to toolbox differences, particularly when mixing GATBX functions with GADS environments. Key Technology: MATLAB's native genetic algorithm implementation through GADS differs from third-party toolboxes in function libraries and syntax, requiring specific path configuration and version compatibility checks for proper code execution.
Kriging Interpolation Toolbox
Kriging Interpolation Toolbox for Ordinary Kriging Interpolation with Customizable Parameters
Krylov Methods Toolbox for Solving Linear Systems
A comprehensive toolbox for solving linear systems using Krylov subspace methods, featuring classical algorithms like CG and GMRES with code implementation details.
Curve Fitting Toolbox (Cftool) - Implementation Guide with MATLAB Code Examples
An introduction to MATLAB's powerful Curve Fitting Toolbox (CFTool), which provides convenient implementation for various linear and nonlinear curve fitting algorithms. This guide demonstrates practical usage with MATLAB R2007b, including code integration approaches and key function explanations for optimal fitting results.
Time Varying Autoregressive (TVAR) Model Toolbox
A comprehensive toolbox for Time Varying Autoregressive (TVAR) modeling implementations.
MATLAB Bayesian Network Toolbox - FullBNT-1.0.5 Release
FullBNT-1.0.5.zip - Latest MATLAB Bayesian Network Toolbox with Enhanced Algorithms for Probabilistic Modeling and Inference
Lyapunov Exponent Calculation Toolbox
Lyapunov exponent calculation toolbox compatible with Lorenz system, Chua system, Lu system, logistic map, and other dynamic systems. Supports comprehensive analysis including maximum Lyapunov exponents, bifurcation diagrams, and spectral analysis with MATLAB-based implementation.
Power System Analysis Toolbox (PSAT) Version 2.1.8
The latest release of Power System Analysis Toolbox (PSAT) version 2.1.8 includes comprehensive Chinese documentation and supports multiple computational functions including power flow analysis, optimal power flow calculations, and time-domain simulations with advanced algorithm implementations.