Research

year 1997 
author ChangUk Kim 
Keyword FMS, Scheduling, Priority Functions, Genetic programming, Simulation 
Abstract Most of the past studies on FMS scheduling problems may be classified into two classes, namely off-line scheduling and on-line scheduling approach. The off-line scheduling methods are used mostly for FMS planning purposes and may not be useful for real time control of FMSs, because it generates solutions only after a relatively long period of time. The on-line scheduling methods are used extensively for dynamic real-time control of FMSs although the performance of on-line scheduling algorithms tends to vary dramatically depending on various configurations of FMS. Current study is about finding a better on-line scheduling rules for FMS operations.
In this study, we propose a method to create priority functions that can be used in setting relative priorities among jobs or machines in on-line scheduling. The priotity functions reflect the configuration of FMS and the user-defined objective functions. The priority functions are generated from diverse dispatching rules which may be considered a special priority functions by themselves, and are used to determine the order of processing and transporting parts.
Overall system of our work consists of two modules, the Priority Function Evolution Module (PFEM) and the FMS Simulation Module (FMSSM). The PFEM generates new priority functions using input variables from a terminal set and primitive functions from a function set by genetic programming. And the FMSSM evaluates each priority function by a simulation methodology. Based on these evaluated values, the PFEM creates new priority functions by using crossover, mutation operation and probabilistic selection. These processes are iteratively applied until the termination criteria are satisfied. We considered various configurations and objective functions of FMSs in our study, and we seek a workable solution rather than an optimum or near optimum solution in scheduling FMS operations in real time. To verify the viability of our approach, experimental results of our model on real FMS are included. 
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번호 c year 제목 author
61 MS  1993  A Study on Effects of Order Release Policies to Performance of Manufacturing Systems Choonghwan Ahn 
60 MS  1993  A Study on the FMS Shop Floor Control by Bidding among Autonomous Objects Jangsuk Moon 
59 MS  1993  A Supervisory Control Approach to Rapid Implementation of Low-Level Control Software for FMC [1] Sangkyun Kim 
58 MS  1994  A Finitely Recursive Processes Approach to Modeling and Control of an FMC Jaeheuk Choi 
57 MS  1996  A Study on the Generation and DB Construction of Modular BOM [1] Yonggu Ji 
56 MS  1997  A Scheduling Algorithm Considering Subcontractor and Machine Setup Cost in MRP Environment [1] Kichang Lee 
» MS  1997  A Study on FMS Scheduling Problems Based on Priority Functions Generated by Genetic Programming ChangUk Kim 
54 MS  1997  A New Approach to Master Production Scheduling in the MRP environment [1] Sangdo Choi 
53 MS  1998  A study on an efficient real-time deadlock-free control algorithm by using graph-theoretic approach [27] Jungwoon Yoo 
52 MS  1998  A Study on UML representation of CIM-OSA and availability of analysis and design pattern in CIM-OSA [1] Seungoh Han 
51 MS  1998  Design of Integrated BOM Management System supporting Multiple Views Keumseok Kang 
50 MS  1999  An Evaluation of Workload Limited Order Release Strategies considering Planning Stage in a Jop Shop Byeongdae Choi 
49 MS  1999  A Study on the Development of Event-driven MRP Components Considering Capacity Constraints [1] Seunghyun Yoon 
48 MS  1999  A Study on the Implementation of the Speech Recognition System for the Real-Time Decision Support of Manufacturing Cells [18] Eoksu Sim 
47 MS  2000  A Study on Work Measurement Using Image Processing [8]
46 MS  2000  Design of a Hybrid System in Integrating Kanban with MRP [2] Taeyoung Song 
45 MS  2000  Job Shop Scheduling for Minimizing the Sum of Earliness and Tardiness Dongsu Park 
44 MS  2000  A Study on Integrated Production Planning of Distributed Manufacturing Systems on Supply Chain Dosung Go 
43 MS  2001  A Study of Decision Support for the implementation of Cellular Manufacturing Systems. [1] Muynghee Byun 
42 MS  2001  A Study on Components Development for Production Management Daiki Min 
41 MS  2002  Design and Implementation of Model Management System for Supply Chain Planning [1] Youngcheol Yang 
40 MS  2002  A combined DEA and BSC methodology for evaluating organization efficiency [1] Bumsoo Kim 
39 MS  2003  Design of a BOF Blowing Control Model Using Artificail Intelligence Jungjoon Park 
38 MS  2003  Production Planning and Distribution Planning using Demand based mixed Genetic Algorithm in a Supply Chain Jung Im 
37 MS  2004  A Study on Extended Workflow Model Considering Activity Based Costing [27] Moontae Hwang 
36 MS  2004  A Study on Reverse Supply Chain of End of Life Vehicle for the Enhanced Recycle Performance [6] Miyeon Ryu 
35 MS  2004  A Study on business process model for extended and integrated supply chain planning : Focused on negotiation [5] Yuncheol Kang 
34 MS  2004  A Design on Cost-Estimation Support System for Injection Mold Using AI Method [12] Gunhee Kim 
33 MS  2004  A study on due-date assignment method in wafer fabrication facility producing multiple product types [3] Jaewon Park 
32 MS  2005  A Study on RFID application in Reverse Supply Chain [3] Dongjoon Lim 
31 MS  2005  Development of Reference Model and Strategic Road Map for the Implementation of a Reverse Supply Chain [183] Chihoon Lim 
30 MS  2005  A Study on Developing of Position collecting Vision system Using Marker [1] Jiyoon Park 
29 MS  2005  A Study on Product Development Methodology in Reverse Supply Chain [77] Joon Kim 
28 MS  2006  A Study on the Application of Group Technology for Naval Ship Design And Manufacturing: Relating to Platform Family Architecture [17] Gwangjae Park 
27 MS  2006  A Framework for the ubiquitous MES using RFID and Web services Technology [25] Manchul Han 
26 MS  2006  A Study on the Assessment Method of Installation and Operation Cost in a Reverse Supply Chain [2] file Hyunjong Jeong 
25 MS  2007  A Study on the Valuation of a Supply Chain Considering Management Efficiency and Environmental Effect [53] Jiyoun Kim 
24 MS  2008  An Study abou the Application and Effect of RFID Technology in the Activity Collecting Information to Improvement of Manufacturing Process [10] Sungho Jo 
23 MS  2009  A Fuzzy-AHP based Decision making Model for ground operations [37] Youngkyun Lee 
22 MS  2009  A Study on Integrated Risk Management in Supply Chain - Focusing on High-tech Electronic Industry [52] file Kanghyun Kim 
21 MS  2009  A Study on Mine Artillery Hit Using Simulation [3] Youngho Chung 
20 MS  2009  A Study on the Economic Feasibility of Automated Identification Technology on the ELV Management Process [25] file Kiheon Nam 
19 MS  2007  A Study on Project Risk Management based on Earned Value Management [25] file Hyunil Noh 
18 MS  2007  A Study on BOM for Enhancing Efficiency of Reverse Supply Chain [14] Jinseon Yoo 
17 MS  2007  A Study on Utility Value and Fairness of Information Sharing in Supply Chain [18] file Myongran Oh 
16 MS  2007  A Simulation Study on the Impact of RFID Technology on the Supply Chain Counting Process [13] file Jangwon Cho 
15 MS  2008  A study on supplier's performance measurements for a supply chain on a new product environment [1] Jungsub Lee 
14 MS  2008  Integration of RFID and Web Service Technology in Manufacturing Systems [20] file Gunnam Ong 
13 MS  2011  A Study on RMC Scheduling using Simulation [19] Jeongho Park 
12 MS  2011  Intelligent service during middle-of-life phase of a product: Illustration of framework and its evaluation model [3] Soyeon Yoon