Propose tabu search and memetic search for Minimum Differential Dispersion Problem. Tabu search employs a neighborhood decomposition candidate list strategy. Tabu search employs a rarely used solution-based tabu memory. Memetic search uses an innovative quality-distance guided crossover operator. Two algorithms yield better solutions for 181 (72.4%) of test problems.