지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems Vol.20 No.3
- 발행연도
- 2021.9
- 수록면
- 356 - 372 (17page)
- DOI
- 10.7232/iems.2021.20.3.356
이용수
초록· 키워드
오류제보하기
In this study, the necessity of considering reliability in projects and its association with other related objectives regarding project"s scheduling is investigated. In this regard, a mathematical model to optimize the objective functions, time and reliability is presented considering budget constraint, and time window for starting activities, float time and multi-mode activities following the review of the literature. Due to the great difficulty of calculations in this model, two metaheuristic algorithms, namely MOPSO and NSGAII are presented to solve the model"s problem in small, average and large scale and then several numerical samples are solved in all above mentioned scales to evaluate the algorithm performance. The results of solving the model using metaheuristic algorithms are compared in small-scale with the results of accurate problem-solving carried out by GAMS optimization software. The results indicate that both metaheuristic algorithms are able to achieve acceptable responses in short time considering all three forms of reliability function. In addition, MOPSO algorithm had the most desirable performance in achieving acceptable responses in less time and NSGAII algorithm had the most desirable performance in more extensively searching the response space.
목차
ABSTRACT
1. INTRODUCTION
2. MATHEMATICAL MODEL
3. PROPOSED SOLUTION METHODS
4. PERFORMANCE EVALUATION FOR PROPOSED ALGORITHMS
5. THE COMPUTATIONAL RESULT
6. DISCCUTION
7. CONCLUTION
REFERENCES
참고문헌 (40)
참고문헌 신청
Ahmadizar, F. / 2011 / Reliability optimization of a series system with multiple-choice and budget constraints using an efficient ant colony approach / Expert Systems with Applications 38(4):3640~3646
Bagheri, A. / 2015 / Evaluating the effects of renewable and non-renewable DGs on DNEP from the reliability, uncertainty, and operational points of view by employing hybrid GA and OPF / International Transactions on Electrical Energy Systems 25(12):3304~3328
Bhunia, A. K. / 2010 / Reliability stochastic optimization for a series system with interval component reliability via genetic algorithm / Applied Mathematics and Computation 216(3):929~939
Bistouni, F. / 2017 / Remove and contraction : A novel method for calculating the reliability of Ethernet ring mesh networks / Reliability Engineering & System Safety 167:362~375
Bobbio, A. / 2006 / New challenges in network reliability analysis / CNIP 6:554~564
Bagheri, A. / 2015 / Evaluating the effects of renewable and non-renewable DGs on DNEP from the reliability, uncertainty, and operational points of view by employing hybrid GA and OPF / International Transactions on Electrical Energy Systems 25(12):3304~3328
Bhunia, A. K. / 2010 / Reliability stochastic optimization for a series system with interval component reliability via genetic algorithm / Applied Mathematics and Computation 216(3):929~939
Bistouni, F. / 2017 / Remove and contraction : A novel method for calculating the reliability of Ethernet ring mesh networks / Reliability Engineering & System Safety 167:362~375
Bobbio, A. / 2006 / New challenges in network reliability analysis / CNIP 6:554~564
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