| Author | Le Ngoc Quynh Lam |
| Call Number | AIT Thesis no.ISE-02-13 |
| Subject(s) | Fuzzy logic
|
| Note | A thesis submitted in partial fulfillment of the requirements for the degree of Master of Engineering, School of Advanced Technologies |
| Publisher | Asian Institute of Technology |
| Series Statement | Thesis ; no. ISE-02-13 |
| Abstract | In a specific factory, there may be many performance measures of interest, such as, the makespan, the mean flow time or the number of tardy jobs. There are also many dispatching rules that can be applied to reach such objectives. However, each rule can usually satisfy only one objective as the first priority. When taking those objectives into consideration, it is, therefore, required for users to choose one target to focus on. This thesis proposes a way to use fuzzy logic to build aggregated rules to obtain a compromise between satisfactions of several criteria. In the proposed algorithm, many performance measures and many dispatching rules are considered and a proper fuzzy relation between the dispatching rules and the performance measures are constructed. In addition, the dynamic characteristic of job shop scheduling problem is also considered. Experiments have been carried out using simulation technique to test the proposed scheduling algorithm. |
| Year | 2002 |
| Corresponding Series Added Entry | Asian Institute of Technology. Thesis ; no. ISE-02-13 |
| Type | Thesis |
| School | School of Advanced Technologies (SAT) |
| Department | Department of Industrial Systems Engineering (DISE) |
| Academic Program/FoS | Industrial Systems Engineering (ISE) |
| Chairperson(s) | Voratas Kachitvichyanukul; |
| Examination Committee(s) | Manukid Parnichkun;Huynh Trung Luong; |
| Scholarship Donor(s) | Government of Vietnam; |
| Degree | Thesis (M.Eng.) - Asian Institute of Technology, 2002 |