Multi-criteria evaluation methods in the production scheduling

4th ModTech International Conference - Modern Technologies in Industrial Engineering

Kalinowski, K.^1 ; Krenczyk, D.^1 ; Paprocka, I.^1 ; Kempa, W.^2 ; Grabowik, C.^1

Silesian University of Technology, Faculty of Mechanical Engineering, Institute of Engineering Processes Automation and Integrated Manufacturing Systems, Konarskiego 18A, Gliwice

44-100, Poland^1

Silesian University of Technology, Faculty of Applied Mathematics, Institute of Mathematics, Konarskiego 23A, Gliwice

44-100, Poland^2

关键词: Distance functions;    Evaluation criteria;    Human decisions;    Multi-criteria evaluation;    Objective functions;    Process scheduling;    Production Scheduling;    Scheduling process;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/145/2/022019/pdf
DOI  :  10.1088/1757-899X/145/2/022019

来源: IOP

【 摘 要 】

The paper presents a discussion on the practical application of different methods of multi-criteria evaluation in the process of scheduling in manufacturing systems. Among the methods two main groups are specified: methods based on the distance function (using metacriterion) and methods that create a Pareto set of possible solutions. The basic criteria used for scheduling were also described. The overall procedure of evaluation process in production scheduling was presented. It takes into account the actions in the whole scheduling process and human decision maker (HDM) participation. The specified HDM decisions are related to creating and editing a set of evaluation criteria, selection of multi-criteria evaluation method, interaction in the searching process, using informal criteria and making final changes in the schedule for implementation. According to need, process scheduling may be completely or partially automated. Full automatization is possible in case of metacriterion based objective function and if Pareto set is selected - the final decision has to be done by HDM.