TY - GEN
T1 - Route planning in a new tourist recommender system
T2 - 2016 IEEE Congress on Evolutionary Computation, CEC 2016
AU - Ding, Hui
AU - Ke, Liangjun
AU - Geng, Zihao
N1 - Publisher Copyright:
© 2016 IEEE.
PY - 2016/11/14
Y1 - 2016/11/14
N2 - With the development of online tourist, Tourist Recommender System (TRS) has become a hot research topic. This paper presents a TRS and considers a new tourist trip design problem (TTDP), taking into account the compactness of the trip. To solve this problem, fireworks algorithm (FWA) is adopted. As a meta-heuristic method, FWA has been widely used in continuous problems, while TTDP is a discrete optimization problem with various constraints, the key difference between them lies in the definition of distance. In this paper, operators of the conventional FWA are redesigned to handle with TTDP. Experimental results demonstrate the effectiveness of the proposed FWA.
AB - With the development of online tourist, Tourist Recommender System (TRS) has become a hot research topic. This paper presents a TRS and considers a new tourist trip design problem (TTDP), taking into account the compactness of the trip. To solve this problem, fireworks algorithm (FWA) is adopted. As a meta-heuristic method, FWA has been widely used in continuous problems, while TTDP is a discrete optimization problem with various constraints, the key difference between them lies in the definition of distance. In this paper, operators of the conventional FWA are redesigned to handle with TTDP. Experimental results demonstrate the effectiveness of the proposed FWA.
KW - Fireworks algorithm
KW - TTDP
KW - Tourism recommendation
UR - https://www.scopus.com/pages/publications/85008263005
U2 - 10.1109/CEC.2016.7744300
DO - 10.1109/CEC.2016.7744300
M3 - 会议稿件
AN - SCOPUS:85008263005
T3 - 2016 IEEE Congress on Evolutionary Computation, CEC 2016
SP - 4022
EP - 4028
BT - 2016 IEEE Congress on Evolutionary Computation, CEC 2016
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 24 July 2016 through 29 July 2016
ER -