{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,12,28]],"date-time":"2023-12-28T13:19:33Z","timestamp":1703769573042},"reference-count":27,"publisher":"World Scientific Pub Co Pte Lt","issue":"01","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Asia Pac. J. Oper. Res."],"published-print":{"date-parts":[[2018,2]]},"abstract":"<jats:p> Driven by sensor technologies and Internet of Things, massive real-time data from highly interconnected devices are available, which enables the improvement of decision-making quality. Scheduling of such production systems can be challenging as it must incorporate the latest data and be able to re-plan quickly. In this research, a multi-fidelity model for simultaneous scheduling problem of machines and vehicles at flexible manufacturing system has been proposed. In order to improve the computational efficiency, we extend the framework, called multi-fidelity optimization with ordinal transformation and optimal sampling, with combining with the K-means method. The proposed framework enables the benefits of both fast and inexpensive low-fidelity models with accurate but more expensive high-fidelity models. Results show that this approach can significantly decrease computational cost compared with other algorithms in the literature. <\/jats:p>","DOI":"10.1142\/s0217595918500057","type":"journal-article","created":{"date-parts":[[2018,1,18]],"date-time":"2018-01-18T07:11:22Z","timestamp":1516259482000},"page":"1850005","source":"Crossref","is-referenced-by-count":7,"title":["A Multi-Fidelity Model Approach for Simultaneous Scheduling of Machines and Vehicles in Flexible Manufacturing Systems"],"prefix":"10.1142","volume":"35","author":[{"given":"James T.","family":"Lin","sequence":"first","affiliation":[{"name":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, No. 101, Section 2, Guangfu Road, Hsinchu 300, Taiwan R. O. C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chun-Chih","family":"Chiu","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, No. 101, Section 2, Guangfu Road, Hsinchu 300, Taiwan R. O. C."}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Edward","family":"Huang","sequence":"additional","affiliation":[{"name":"Department of System Engineering and Operations Research, George Mason University, Fairfax, VA 22030, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hung-Ming","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, No. 101, Section 2, Guangfu Road, Hsinchu 300, Taiwan R. O. 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