A region gridding disperse approach with minimum redundancy time which enhances the flexibility of UAVs path planning.

An adaptive hybrid initialization method which can effectively improve the algorithm's efficiency and stability.

A swarm intelligence optimization algorithm with a novel collaborative search framework to solve the multi-UAVs planning problems effectively.