Modified Social Forces Algorithm: from Pedestrian Dynamic to Metaheuristic Optimization

This work proposes a new simple metaheuristic optimization method inspired by the social forces model used in pedestrian dynamics. The proposed model is a swarm-based model where a collective intelligence is shared among the agents, consisting of several persons or agents who walk over the search space to find the best solution.