Abstract
This paper proposes a biobjective route planning problem for sightseeing with fuzzy random traveling times and satisfaction of sightseeing activities under general sightseeing constraints and various conditions. In general, traveling times among sightseeing sites and satisfactions of activities depend on weather and climate conditions. Furthermore, the satisfactions also depend on the tourist’s tiredness. Therefore, not only fuzzy random variables for traveling times and satisfactions but also the tiredness-dependency is introduced. In addition, the tourist will like to do a route planning without drastically changing from the optimal route to each condition. A route planning problem is proposed to obtain the favorable common route supplying target satisfactions under various conditions. As a basic case of fuzzy numbers, trapezoidal fuzzy numbers and the order relation are introduced. From the order relation for fuzziness and the transformation for the biobjective, the proposed model is transformed into an extended model of network optimization problems.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
R.A. Abbaspour, F. Samadzadegan, Time-dependent personal tour planning and scheduling in metropolises. Expert Syst. Appl. 38, 12439–12452 (2011)
C. Carlsson, R. Fuller, Fuzzy Reasoning in Decision Making and Optimization (Springer, Berlin, 2002)
I.M. Chao, B.L. Golden, E.A. Wasil, A fast and effective heuristic for the orienteering problem. Eur. J. Oper. Res. 88(3), 475–489 (1996)
M. Fischetti, J.S. Gonzalez, P. Toth, Solving the orienteering problem through branch-and-cut. INFORMS J. Comput. 10(2), 133–148 (1998)
M. Fischetti, J.J. Salazar-González, P. Toth, The Generalized Traveling Salesman and Orienteering Problems, in The Traveling Salesman Problem and its Variations, ed. by G. Gutin, A.P. Punnen (Kluwer Academic Publisher, Dordrecht, 2002), pp. 609–662
M. Gendreau, G. Laporte, F. Semet, A tabu search heuristic for the undirected selective traveling salesman problem. Eur. J. Oper. Res. 106(2–3), 539–545 (1998)
T. Hasuike, H. Katagiri, H. Tsubaki, H. Tsuda, Flexible route planning for sightseeing with fuzzy random and fatigue-dependent satisfactions. J. Ref: J. Adv. Comput. Intell. Intell. Inf. 18(2), 190–196 (2014)
T. Hasuike, H. Katagiri, H. Tsubaki, H. Tsuda, Sightseeing route planning responding various conditions with fuzzy random satisfactions dependent on tourist’s tiredness, in Proceedings of the International MultiConference of Engineers and Computer Scientists 2014, IMECS 2014, Hong Kong, 12–14 Mar 2014. Lecture Notes in Engineering and Computer Science, pp. 1232–1236
H. Kwakernaak, Fuzzy random variable-I. Inf. Sci. 15, 1–29 (1978)
L. Ke, C. Archetti, Z. Feng, Ants can solve the team orienteering problem. Comput. Ind. Eng. 54(3), 648–665 (2008)
J.L. Kennington, C.D. Nicholson, The uncapacitated time-space fixed-charge network flow problem; an empirical investigation of procedures for arc capacity assignment. INFORMS J. Comput. 22, 326–337 (2009)
M.L. Puri, D.A. Ralescu, Fuzzy random variables. J. Math. Anal. Appl. 114, 409–422 (1986)
W. Souffriau, P. Vansteenwegen, J. Vertommen, G.V. Berghe, D.V. Oudheusden, A personalized tourist trip design algorithm for mobile tourist guides. Appl. Artif. Intell. 22(10), 964–985 (2008)
H. Tang, E. Miller-Hooks, A tabu search heuristic for the team orienteering problem. Comput. Oper. Res. 32, 1379–1407 (2005)
Q. Wang, X. Sun, B.L. Golden, J. Jia, Using artificial neural networks to solve the orienteering problem. Ann. Oper. Res. 61, 111–120 (1995)
R.R. Yager, A procedure for ordering fuzzy subsets of the unit interval. Inf. Sci. 24, 143–161 (1981)
L.A. Zadeh, Fuzzy sets. Inf. Control 8, 338–353 (1965)
K.G. Zografos, K.N. Androutsopoulos, Algorithms for itinerary planning in multimodal transportation networks. IEEE Trans. Intell. Transp. Syst. 9(1), 175–184 (2008)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2015 Springer Science+Business Media Dordrecht
About this chapter
Cite this chapter
Hasuike, T., Katagiri, H., Tsubaki, H., Tsuda, H. (2015). Biobjective Sightseeing Route Planning with Uncertainty Dependent on Tourist’s Tiredness Responding Various Conditions. In: Yang, GC., Ao, SI., Huang, X., Castillo, O. (eds) Transactions on Engineering Technologies. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-9588-3_13
Download citation
DOI: https://doi.org/10.1007/978-94-017-9588-3_13
Published:
Publisher Name: Springer, Dordrecht
Print ISBN: 978-94-017-9587-6
Online ISBN: 978-94-017-9588-3
eBook Packages: EngineeringEngineering (R0)