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| Title | Negotiation-Based Capacity Planning with A Learning Mechanism Using Adaptive Neuro-Fuzzy Inference System |
| Edition | |
| Call Number | 2016/38 |
| ISBN/ISSN | |
| Author(s) | Fikri, Aulia Rahman Mufti |
| Subject(s) | Computer Capacity Planning Automated Negoitation |
| Classification | 004.2 Fik n |
| Series Title | GMD | Tesis |
| Language | Inggris |
| Publisher | Departemen Teknik Industri FTI-ITS |
| Publishing Year | 2016 |
| Publishing Place | Surabaya |
| Collation | |
| Abstract/Notes | In decentralized manufacturing environment with multiple factories that are scattered geographically, the complexity of production systems increases, and capacity planning and allocation of resources have become a significant concern that affects system performances. This study focus on the development of an integrated framework to allocate limited budget in a multiple-factory environment. We develop a negotiation framework with learning mechanism to allocate autonomously finite budget provided by a headquarters and to facilitate the use of limited manufacturing resources that are scattered over individual factories. The outcome of the experiments shows good prediction of the opponent offers during negotiation, so then it enables the reduction of negotiation time. |
| Specific Detail Info | Automated negotiation, capacity planning, learning mechanisms, negotiation decision function |
| Image |  |
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| Pembimbing | Prof. Kung-JengWang; Prof. Ir. I Nyoman Pujawan M.Eng., Ph.D. |
| Volume | |
| Availability | LOADING LIST... |
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