 Multi-objective optimization problems have been generalized further into vector optimization problems where the (partial) ordering is no longer given by the Pareto ordering.Optimization problems are often multi-modal; that is, they possess multiple good solutions.They could all be globally good (same cost function value) or there could be a mix of globally good and locally good solutions.