Publications by authors named "Zifan Tian"
Article Synopsis
- The Spider Wasp Optimization (SWO) algorithm mimics the behaviors of female spider wasps to solve optimization challenges, offering quick search speeds and accurate solutions, but struggles with local optima and requires parameter adjustments for different problems.
- The Multi-strategy Improved Spider Wasp Optimizer (MISWO) enhances SWO by integrating the Grey Wolf Algorithm for better early convergence and fitness, along with adaptive techniques to improve search efficiency and accuracy.
- MISWO was tested on multiple benchmark functions and engineering problems, showing superior performance in optimization, stability, and adaptability compared to other advanced algorithms.
