The problem of the interaction between several parallel edge dislocations and a circular nanosized hole with surface stress is investigated. The explicit solutions of stress fields and image forces exerted on edge dislocations are obtained by the use of the complex variable method. The influence of surface properties and the size of the hole on the glide/climb force is discussed. The results show that different surface properties may cause the glide/climb force to either increase or decrease, which implies that there exists a local softening or hardening at the surface of the hole for considering the surface effects. The effect of a nanosized hole and its surface properties on the image forces between two dislocations is also significant.