ECMS 2012 Proceedings Edited By: K. G. Troitzsch, M. Moehring, U. Lotzmann 2012
DOI: 10.7148/2012-0164-0168
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Integrated Delivery Planning And Scheduling Built On Cluster Analysis And Simulation Optimisation

Abstract: Integrated solutions for product delivery planning and scheduling in distribution centres are proposed and built on a cluster analysis and simulation optimisation methodology. A cluster analysis of product demand data of stores is used to identify typical dynamic demand patterns and product delivery tactical plans. Further, simulation optimisation techniques are applied to find optimal parameters of product transportation and vehicle delivery schedules. In the paper, a cluster analysis of the demand data by us… Show more

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Cited by 2 publications
(1 citation statement)
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“…ëÚ ‡ÚËÒÚ˘ÂÒÍ ‡fl ÁÌ ‡˜ËÏÓÒÚ¸ ÓÚ΢ËÈ ˜ ‡ÒÚÓÚ ISSR-Ï ‡ÍÂÓ‚ ‚ ‚˚•ÓÍ ‡ı 2013 Ë 2018 "Ó‰Ó‚, ‚˚-fl‚ÎÂÌÌ˚ı ÔÓ ÎÓÍÛÒ ‡Ï ‹9 ÔÓÔÛÎflˆËË VZR, ‹8 -PLR Ë ‹9 Ë ‹11 -ZAR ÔË ê<0,05, Ì ÔÓÁ‚Ó-ÎflÂÚ ÓÚ•ÓÒËÚ¸ ÌÛÎÂ‚Û˛ "ËÔÓÚÂÁÛ, ÔÓÒÍÓθÍÛ ‰Îfl ˝ÚÓ"Ó ÌÂÓ•ıÓ‰ËÏ ÛÓ‚Â̸ ÁÌ ‡˜ËÏÓÒÚË ê<0,01 (çÓ ÓÚ‚Â" ‡ÂÚÒfl ÔË ê<0,01; çÓ ÔËÌËÏ ‡ÂÚÒfl ÔË ê≥0,05). Ç ‰ ‡ÌÌÓÏ ÒÎÛ˜ ‡Â ‚ÂÓflÚÌÓÒÚ¸ ÎÂÊËÚ ‚ Ô‰ÂÎ ‡ı ÓÚ 0,01 ‰Ó 0,05, ÔÓ˝ÚÓÏÛ ‚ÓÁÏÓÊÌÓÒÚ¸ ÓÚ‚Â"ÌÛÚ¸ ÌÛÎÂ‚Û˛ "ËÔÓÚÂÁÛ ÒÓÏÌËÚÂÎ¸Ì ‡[17].é•Ì ‡ÛÊÂÌÌ˚ ÏÂÊ‰Û ‚˚•ÓÍ ‡ÏË 2013 Ë 2018 "".  ‡Á΢Ëfl ‚ "ÂÌÓÏ ‡ı ÓÎÂÌÂÈ, ÔÓ ‚ÒÂÈ ‚ÂÓflÚÌÓ-ÒÚË, ÏÓ"ÎË ÔÓËÁÓÈÚË ‚ÒΉÒÚ‚Ë ËÌÚÓ‰Û͈ËË ÌÓ‚˚ı "ÂÌÓ‚ ‚ ÂÁÛÎ¸Ú ‡Ú ÔÓÒÚÛÔÎÂÌËfl ÔÎÂÏÂÌÌÓ"Ó Ï ‡ÚÂË ‡Î ‡ ËÁ ‰Û"Ëı ıÓÁflÈÒÚ‚,  ‡Á΢Ì˚ı ÍÓÏ•Ë-Ì ‡ˆËÈ ÔË ÒÍ¢˂ ‡ÌËË ÌÂÓ‰ÒÚ‚ÂÌÌ˚ı "ÛÔÔ ÊË‚ÓÚÌ˚ı, ‡ Ú ‡ÍÊ ÏÛÚ ‡ˆËÈ.…”
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“…ëÚ ‡ÚËÒÚ˘ÂÒÍ ‡fl ÁÌ ‡˜ËÏÓÒÚ¸ ÓÚ΢ËÈ ˜ ‡ÒÚÓÚ ISSR-Ï ‡ÍÂÓ‚ ‚ ‚˚•ÓÍ ‡ı 2013 Ë 2018 "Ó‰Ó‚, ‚˚-fl‚ÎÂÌÌ˚ı ÔÓ ÎÓÍÛÒ ‡Ï ‹9 ÔÓÔÛÎflˆËË VZR, ‹8 -PLR Ë ‹9 Ë ‹11 -ZAR ÔË ê<0,05, Ì ÔÓÁ‚Ó-ÎflÂÚ ÓÚ•ÓÒËÚ¸ ÌÛÎÂ‚Û˛ "ËÔÓÚÂÁÛ, ÔÓÒÍÓθÍÛ ‰Îfl ˝ÚÓ"Ó ÌÂÓ•ıÓ‰ËÏ ÛÓ‚Â̸ ÁÌ ‡˜ËÏÓÒÚË ê<0,01 (çÓ ÓÚ‚Â" ‡ÂÚÒfl ÔË ê<0,01; çÓ ÔËÌËÏ ‡ÂÚÒfl ÔË ê≥0,05). Ç ‰ ‡ÌÌÓÏ ÒÎÛ˜ ‡Â ‚ÂÓflÚÌÓÒÚ¸ ÎÂÊËÚ ‚ Ô‰ÂÎ ‡ı ÓÚ 0,01 ‰Ó 0,05, ÔÓ˝ÚÓÏÛ ‚ÓÁÏÓÊÌÓÒÚ¸ ÓÚ‚Â"ÌÛÚ¸ ÌÛÎÂ‚Û˛ "ËÔÓÚÂÁÛ ÒÓÏÌËÚÂÎ¸Ì ‡[17].é•Ì ‡ÛÊÂÌÌ˚ ÏÂÊ‰Û ‚˚•ÓÍ ‡ÏË 2013 Ë 2018 "".  ‡Á΢Ëfl ‚ "ÂÌÓÏ ‡ı ÓÎÂÌÂÈ, ÔÓ ‚ÒÂÈ ‚ÂÓflÚÌÓ-ÒÚË, ÏÓ"ÎË ÔÓËÁÓÈÚË ‚ÒΉÒÚ‚Ë ËÌÚÓ‰Û͈ËË ÌÓ‚˚ı "ÂÌÓ‚ ‚ ÂÁÛÎ¸Ú ‡Ú ÔÓÒÚÛÔÎÂÌËfl ÔÎÂÏÂÌÌÓ"Ó Ï ‡ÚÂË ‡Î ‡ ËÁ ‰Û"Ëı ıÓÁflÈÒÚ‚,  ‡Á΢Ì˚ı ÍÓÏ•Ë-Ì ‡ˆËÈ ÔË ÒÍ¢˂ ‡ÌËË ÌÂÓ‰ÒÚ‚ÂÌÌ˚ı "ÛÔÔ ÊË‚ÓÚÌ˚ı, ‡ Ú ‡ÍÊ ÏÛÚ ‡ˆËÈ.…”
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