An Optimized Ant Colony Algorithm
This optimized ant colony algorithm achieves desired computational effects through parameter adjustments, featuring enhanced convergence speed and solution quality.
Least Squares Estimation of ARMA Model Parameters with Harmonic Recovery Simulation
A simulation program from "Modern Signal Processing" that demonstrates parameter estimation for AutoRegressive Moving Average (ARMA) models using least squares method, including harmonic recovery implementation with MATLAB code examples and algorithm explanations.
Integer Programming Branch and Bound Algorithm with MATLAB Implementation
General MATLAB source code for integer programming branch and bound algorithm where parameter meanings align with MATLAB's optimization toolbox linear programming function linprog. Before calling the function, input parameters must be converted to MATLAB's standard form, requiring proper configuration of constraint matrices, objective functions, and variable bounds.
Ensemble Empirical Mode Decomposition (EEMD) - Optimized Implementation
Ready-to-use EEMD function with pre-configured parameters and optimization for immediate deployment
Fast Algorithm for Adaptive Chirplet Decomposition
A rapid algorithm for adaptive chirplet decomposition, addressing the challenges of numerous unknown parameters and implementation difficulties. This algorithm computes the quadratic phase function of signals to determine energy concentration along chirp rate curves, enabling simultaneous estimation of chirplet parameters (chirp rate, time center, and amplitude) via spectral peak detection. Initial frequency and bandwidth estimates are obtained through de-chirping techniques. The effectiveness of this method is validated through simulation results.
MATLAB Simulation of PID Control Algorithm
MATLAB simulation of PID control algorithm where parameters Kp, Ki, and Kd represent the proportional, integral, and derivative terms of the PID controller respectively, with implementation examples using transfer functions and discrete-time formulations.
Optimizing LSSVM Parameters Using Genetic Algorithm (GA)
Implementing GA-based parameter optimization for LSSVM in MATLAB platform, featuring practical code examples and algorithm explanations.
Motion Blur Parameter Estimation
Motion Blur Parameter Estimation with Direction Calculator - MATLAB-based implementation for motion blur image restoration algorithm focusing on blur direction estimation techniques
Parametric and Non-Parametric Spectrum Detection Algorithms
Implementation and simulation analysis of multiple spectrum detection algorithms based on parametric and non-parametric approaches, including performance evaluation and practical applications.
Example of Parameter Optimization for Least Squares Support Vector Machine Using Bayesian Inference
MATLAB implementation of Bayesian inference for optimizing Least Squares Support Vector Machine parameters with enhanced computational efficiency