Professional MATLAB source code with comprehensive documentation and examples
Award-winning 2008 Central China Mathematical Modeling Contest paper addressing Electoral District Partitioning Problem, featuring comprehensive documentation, simulated annealing algorithm implementation in MATLAB, nonlinear integer programming solu
Heuristic search involves evaluating each position in the state space to identify the optimal position, then proceeding with the search from that point until the goal is reached. This approach significantly reduces unnecessary search paths and improv
Course materials covering foundational concepts, fuzzy control systems, and neural network implementations, tailored for engineering students with practical code examples and algorithm explanations.
Implementation of Nonlinear Function Regression with Code-Based Approaches
Implementation of Li Filters and Neural Networks for Market State Assessment and Profit-Loss Trend Estimation in Stock Trading Systems
This paper presents award-winning research with complete source code implementation. The proposed genetic algorithm-based piecewise bidding transaction algorithm for electricity markets was implemented and validated on the MATLAB platform using two c
Comprehensive breakdown of neural network control MATLAB code featuring detailed annotations for every line, based on extensive practical experience. This guide demonstrates algorithm modifications and covers diverse neural network control implementa
Multi-Objective Genetic Algorithm - Download now for immediate implementation with comprehensive usage documentation
Application Background: Advancements in Wireless Sensor Network (WSN) technology have enabled the availability of miniaturized, low-cost sensor nodes capable of sensing various physical and environmental conditions, data processing, and wireless comm
I successfully implemented time series signal prediction using wavelet neural network transformation, conducted comprehensive testing with excellent results, and recommend referring to this research which demonstrates effective algorithm implementati
A beginner's guide to rough set theory with applications in pattern recognition and attribute reduction.
A MATLAB-based face recognition program utilizing Independent Component Analysis (ICA) algorithm, achieving high recognition accuracy with optimized preprocessing and computational efficiency.
MATLAB Toolset for PID Adaptive Control Using Genetic Algorithm Optimization
This enhanced binary PSO algorithm for distribution network reconfiguration demonstrates superior performance through optimized position updating mechanisms and fitness evaluation methods
PSO Particle Swarm Optimization algorithm for solving combinatorial optimization with discrete variables, including convergence curve plotting and detailed functional region annotations
MATLAB neural network source code for handwritten digit recognition with illustrative examples
Five MATLAB programs covering image matching, corner detection, and particle swarm optimization techniques with enhanced code implementation details
Successful implementation of RBF neural network for approximating nonlinear systems, with discussions on current limitations and areas for improvement. Implementation includes radial basis function centers selection, weight optimization, and network
Clustering test dataset accessible in MATLAB, containing 3 clusters with 10,000 test points in 2-dimensional space.
Genetic Programming MATLAB Toolbox - Significantly enhances programming efficiency through optimized algorithms and structured implementation workflows