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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전자공학회 IEIE Transactions on Smart Processing & Computing IEIE Transactions on Smart Processing & Computing Vol.8 No.3
- 발행연도
- 2019.6
- 수록면
- 219 - 226 (8page)
- DOI
- 10.5573/IEIESPC.2019.8.3.219
이용수
초록· 키워드
오류제보하기
Optimization of a multi-objective tour guide assignment problem considering total guiding time, total assignment cost, and service quality is conducted. Several multi-objective evolutionary algorithms (MOEAs), such as the Non-dominated Sorting Genetic Algorithm III (NSGA-III), ε -NSGA-II, the epsilon MOEA (ε -MOEA), NSGA-II, the Pareto archived evolution strategy (PAES), and the Pareto Envelope-based Selection Algorithm II (PESA-II), have been used to solve and evaluate the problem in the MOEA framework. Based on the results, we found that NSGA-III gives better performance than the other algorithms in terms of solution quality and running time.
목차
Abstract
1. Introduction
2. Multi-objective TGAP
3. NSGA-III Algorithm
4. Performance Comparison
5. Results and Discussion
6. Conclusion
References
참고문헌 (15)
참고문헌 신청
Chen, R. / 2008 / Application of Genetic _ Algorithm to Scheduling of Tour Guides for Tourism and Leisure Industry / INFOS2008
El Zoghby, M. / 2011 / Scheduling of Tour Guides for Tourism and Leisure Industry using Cellular Genetic Algorithm / IJCSNS
Lina Setiyani / 2017 / 3D Neighborhood Relationships of Cellular Genetic Algorithms for the Tour Guide Assignment Problem / IEIE Transactions on Smart Processing & Computing 6(3):151~157
Guillermo C. C. / 2016 / A NSGA-II and NSGA-III Comparison for Solving an Open Shop Scheduling Problem with Resource Constraints / Elsevier Ltd
Mohamed H. / 2016 / A Performance Comparison of Multi-objective Optimization Algorithms for Solving Nearly-zeroenergy-building Design Problems / Research Gate 121:57~71
El Zoghby, M. / 2011 / Scheduling of Tour Guides for Tourism and Leisure Industry using Cellular Genetic Algorithm / IJCSNS
Lina Setiyani / 2017 / 3D Neighborhood Relationships of Cellular Genetic Algorithms for the Tour Guide Assignment Problem / IEIE Transactions on Smart Processing & Computing 6(3):151~157
Guillermo C. C. / 2016 / A NSGA-II and NSGA-III Comparison for Solving an Open Shop Scheduling Problem with Resource Constraints / Elsevier Ltd
Mohamed H. / 2016 / A Performance Comparison of Multi-objective Optimization Algorithms for Solving Nearly-zeroenergy-building Design Problems / Research Gate 121:57~71
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UCI(KEPA) : I410-ECN-0101-2019-569-000907009