چکیده مقاله
Order Acceptance has been discussed in studies in a wide variety of environments Importance of selecting projects among project portfolio for operation in a scarce resource environment is not obscure for anyone In this study, we consider working on stochastic arrival of projects to consider a dynamic environment with stochastic project durations and constrained resource The amount of resource in each decision epoch is stochastic We are looking for an optimal policy for the acceptance of projects that their reward is known as well as is specific for each project We develop Linear Program of Markov Decision Process and examine it with an example To solve the example, we employ Linear Programming, modified policy iteration, and Q learning using MATLAB software
کلیدواژهها
نویسندگان
Rojin Nekoueian
Industrial Engineering and Management Systems Amirkabir University of Technology Amirkabir University of Technology, AUT Tehran, Iran
Mohsen Akbarpour Shirazi
Industrial Engineering and Management Systems Amirkabir University of Technology Amirkabir University of Technology, AUT Tehran, Iran
شیوه ارجاع
Nekoueian, Rojin and Akbarpour Shirazi, Mohsen,1398,Order Acceptance in dynamic multi-project environment with stochastic renewable resource using Dynamic Programming approach,5th International Conference on Industrial and Systems Engineering,Mashhad
ارائهشده در
مجموعه مقالات پنجمین کنفرانس بین المللی مهندسی صنایع و سیستمها (ICISE ۲۰۱۹)13 شهریور 1398 · مشهد