Wolf Pack Algorithm Optimization with MATLAB Implementation
Implementation and optimization of wolf pack algorithm using MATLAB intelligent control techniques for efficient global optimization solutions
Dynamic Particle Swarm Optimization Algorithm
Implementation of the mainstream Particle Swarm Optimization algorithm for optimization in dynamic environments with adaptive parameter adjustment mechanisms.
Path Planning Method Using Threat Probability Maps
A path planning approach based on threat probability maps that first constructs a probabilistic threat model and then employs the A-star algorithm for optimal path search with implementation details.
PID Tuning Algorithm (Genetic Algorithm Approach)
Utilizing genetic algorithm toolbox for tuning and optimizing PID controller's three parameters, providing significant assistance for beginners in intelligent PID tuning optimization with practical implementation examples
Optimization Using Ant Colony Algorithm in Continuous Domain Space
Continuous Domain Optimization with Ant Colony Algorithm: Program Examples for Unconstrained Nonlinear Optimization Problems Based on Grid Partitioning Strategy
Optimization with Particle Swarm and Genetic Algorithms
This implementation features code integrating Particle Swarm Optimization (PSO) and Genetic Algorithm (GA) for enhanced Support Vector Machine (SVM) performance, providing an excellent machine learning solution with comprehensive optimization capabilities.
Three-Dimensional Path Optimization for Submersibles Using Ant Colony Algorithm
Implementation of ant colony algorithm in MATLAB environment for optimizing submersible 3D path planning with excellent performance results
Quantum Genetic Algorithm with Function Optimization
Quantum genetic function optimization implementation with verified working code and practical applications
Genetic Algorithm Optimization Using MATLAB Toolbox
Optimization using genetic algorithms from MATLAB's global optimization toolbox with implementation guidance
Encoding Methods in Discrete Binary Particle Swarm Optimization
Discrete Binary Particle Swarm Optimization Encoding Techniques with Algorithm Implementation Details