Miaojun Zhang

Papers

Total Citations

H-Index

About

Dr. Miaojun Zhang is a leading researcher in mobile robotics and intelligent control systems, with a primary focus on path planning and optimization algorithms. Her most impactful work centers on enhancing the efficiency and reliability of autonomous navigation through advanced computational methods. In her highly cited 2023 paper, "Path Planning for Mobile Robot Based on Improved Genetic Algorithm," Dr. Zhang tackles critical challenges in traditional path planning, such as low initial population quality and slow convergence. By introducing heuristic-based generation of initial pathways, she significantly improves the speed and robustness of route optimization for mobile robots. This contribution has garnered 4 citations and is recognized for its practical applications in real-world robotic systems. Dr. Zhang’s research bridges the gap between theoretical algorithm design and tangible robotic performance, offering solutions that are both computationally efficient and scalable. Her work is particularly valuable for students and researchers exploring evolutionary algorithms in autonomous systems, as it provides a clear framework for overcoming common pitfalls in genetic algorithm-based navigation. Through her innovative approaches, Dr. Zhang continues to advance the field of intelligent robotics, making autonomous navigation more reliable and accessible for a wide range of applications.