Chicken Swarm Optimization (CSO) Algorithm

Complete Chicken Swarm Optimization code available for download. Interested learners are welcome to download and explore this useful resource for collaborative learning. The package includes MATLAB source code for both Chicken Swarm Optimization and Fireworks Algorithm implementations. To facilitate better understanding of the Chicken Swarm Optimization algorithm, I will provide detailed explanations of each step and parameter significance. First, we need to clarify the definition and objectives of CSO. Chicken Swarm Optimization is a heuristic algorithm that simulates chicken flock behavior to solve optimization problems. Its primary goal is to find optimal solutions within multiple solution spaces. The core concept involves continuous solution quality improvement through interactions and information exchange among chicken agents. Regarding code implementation, I have developed the Chicken Swarm Optimization source code using MATLAB. MATLAB is a powerful numerical computing and scientific programming language particularly suitable for algorithm implementation and data analysis. The implementation utilizes MATLAB's matrix operations and visualization capabilities to efficiently handle population initialization, fitness evaluation, and position updates. To enhance code comprehension, I have included comprehensive comments and documentation. Each function and variable's purpose is clearly explained to help users understand the code logic and implementation details. Key functions include: - Population initialization with random position generation - Fitness evaluation using objective functions - Rooster and hen behavior simulation with position update rules - Convergence criteria checking and result output Additionally, sample datasets and test cases are provided for practical execution and verification. The code structure follows modular programming principles, separating main algorithm flow from helper functions for better maintainability. I hope this resource proves valuable for interested learners. Download the complete Chicken Swarm Optimization code package to begin your exploration of bio-inspired optimization algorithms!