智能算法 Resources

Showing items tagged with "智能算法"

A novel intelligent algorithm called Glowworm Swarm Optimization (GSO), specifically designed for multimodal function optimization. The implementation includes two MATLAB files: GSO.m serves as the main algorithm driver containing the optimization loop and glowworm movement logic, while J1.m defines the benchmark test function. Users can execute the algorithm directly by running GSO.m in MATLAB, and customize optimization problems by modifying the objective function in J1.m.

MATLAB 230 views Tagged
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This code repository implements genetic algorithm optimization examples from Chapter 4, Example 4-5 of "Mastering MATLAB Intelligent Algorithms" - Each function accepts vector inputs for computational efficiency and can be adapted for various optimization scenarios.

MATLAB 199 views Tagged
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The Artificial Immune Clonal Selection Algorithm represents a relatively new intelligent algorithm that shares fundamental structural similarities with genetic algorithms. The following source code implements this algorithm specifically designed for network node grouping and scheduling problems, featuring clonal expansion, affinity maturation, and selection mechanisms to optimize solution quality.

MATLAB 210 views Tagged
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This collection features 30 intelligent algorithm programs and analyses specifically designed for MATLAB image processing applications. Each program includes complete working code examples with detailed implementation approaches, algorithm breakdowns, and key MATLAB function explanations - making it ideal for beginners learning image processing techniques through practical coding examples.

MATLAB 205 views Tagged
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