Abstract Effective exploration is key to a successful search process. The recently proposed negatively correlated (NCS) tries achieve this by coordinated parallel exploration, where set of processes are driven be so that different promising areas the space can visited simultaneously. Despite applications NCS, behaviors were mostly devised intuition, while deeper (e.g., mathematical) understandi...