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We present a new multiple-type museum visitor routing problem (MT-MVRP) in which a museum’s exhibition rooms are classified into must-see and select-see rooms. A novel encoding scheme is proposed to simultaneously determine the scheduling of rooms for all of the groups and an immune based evolutionary algorithm is developed to solve the MT-MVRP. Additionally, the lower bound of the makespan for the MT-MVRP is derived. The numerical results of the immune based algorithm on three museums in Taiwan are discussed and compared with those by the other approaches.

An efficient encoding scheme for a new multiple-type museum visitor routing problem with must-see and select-see exhibition rooms