We walk through an optimization problem step by step, clearly explaining how to identify variables, set up the correct function, apply derivatives, and find maximum or minimum values. Each step is ...

Standard Pigeon-Inspired Optimization (PIO) suffers from premature convergence, low accuracy, and blind search direction on ill-conditioned and multimodal problems. This paper proposes a Principal ...