Seite - 187 - in Intelligent Environments 2019 - Workshop Proceedings of the 15th International Conference on Intelligent Environments

resource case (Fig. 6).Moreover, we found that the solutions calculatedwith high ini- tial resources (Fig. 8) could fully search the solution space, because therewere no so- lutionswith the remaining resource equal to 0. The figures also suggest that there are positivecorrelationsbetweenresources,andnegativecorrelationsbetweenresourcesand satisfactions. Figure5. RandomSolutions Figure6. Solutionswith lowinitial resources Figure7. Solutionswithmedium initial resources Figure8. Solutionswithhigh initial resources Table2. Exampleof solutionswith lowinitial resources POIandTransportation consumed (re- maining) time (sec) consumed (re- maining)money (yen) consumed (remaining) stamina satisfaction [0,12,14,10,8,1,26,2,23,27] 6591 (8409) 4040 (3460) 366(634) 1859 [Walk,Bus,Bus,Walk,Bus,Bus,Walk,Bus,Car] [0,21,10,23,19,27] 11108 (3892) 6600 (900) 580 (420) 926 [Walk,Bus,Walk,Car,Bus] [0,12,10,27] 13076(1924) 7270 (230) 910 (90) 423 [Walk,Walk,Bus] Y.Hiranoetal. /AMethod forGeneratingMultipleTourRoutes 187