Dynamic particle swarm optimizer with escaping prey for solving constrained non-convex and piecewise optimization problems.

•A novel optimization algorithm is proposed for global optimization.•A heuristic repair mechanism is developed to handle complex constraints.•Constrained non-convex and piecewise function and real-world problem are studied.•The proposed algorithm is compared with other recently developed algorithms.•The effectiveness of the proposed algorithm and the repair mechanism are tested.