Multiobjective Stochastic Linear Programming: An Overview

作者: A. Segun Adeyefa , Monga K. Luhandjula

DOI: 10.4236/AJOR.2011.14023

关键词:

摘要: Many Optimization problems in engineering and economic involve the challenging task of pondering both conflicting goals random data. In this paper, we give an up-to-date overview how important ideas from optimization, probability theory multicriteria decision analysis are interwoven to address situations where presence several objective functions stochastic nature data under one roof a linear optimization context. way users these models not bound caricature their by arbitrarily squeezing different into blindly accepting fixed values lieu imprecise ones.

参考文章(93)
Suwarna Hulsurkar, M.P. Biswal, S.B. Sinha, Fuzzy programming approach to multi-objective stochastic linear programming problems Fuzzy Sets and Systems. ,vol. 88, pp. 173- 181 ,(1997) , 10.1016/S0165-0114(96)00056-5
Salvador Perez Canto, Application of Benders’ decomposition to power plant preventive maintenance scheduling European Journal of Operational Research. ,vol. 184, pp. 759- 777 ,(2008) , 10.1016/J.EJOR.2006.11.018
Z. Caner Taşkın, A. Tamer Ünal, Tactical level planning in float glass manufacturing with co-production, random yields and substitutable products European Journal of Operational Research. ,vol. 199, pp. 252- 261 ,(2009) , 10.1016/J.EJOR.2008.11.024
Morteza Abbasi, Mahmoud Houshmand, Production planning and performance optimization of reconfigurable manufacturing systems using genetic algorithm. The International Journal of Advanced Manufacturing Technology. ,vol. 54, pp. 373- 392 ,(2011) , 10.1007/S00170-010-2914-X
Matthias Ehrgott, A discussion of scalarization techniques for multiple objective integer programming Annals of Operations Research. ,vol. 147, pp. 343- 360 ,(2006) , 10.1007/S10479-006-0074-Z
Jitka Dupačová, Applications of stochastic programming: Achievements and questions European Journal of Operational Research. ,vol. 140, pp. 281- 290 ,(2002) , 10.1016/S0377-2217(02)00070-X
Frédéric Dugardin, Farouk Yalaoui, Lionel Amodeo, New multi-objective method to solve reentrant hybrid flow shop scheduling problem European Journal of Operational Research. ,vol. 203, pp. 22- 31 ,(2010) , 10.1016/J.EJOR.2009.06.031
V. Vahidinasab, S. Jadid, Stochastic multiobjective self-scheduling of a power producer in joint energy and reserves markets Electric Power Systems Research. ,vol. 80, pp. 760- 769 ,(2010) , 10.1016/J.EPSR.2009.11.007
Na Geng, Zhibin Jiang, Feng Chen, Stochastic programming based capacity planning for semiconductor wafer fab with uncertain demand and capacity European Journal of Operational Research. ,vol. 198, pp. 899- 908 ,(2009) , 10.1016/J.EJOR.2008.09.029