{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T04:44:35Z","timestamp":1725857075632},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319312941"},{"type":"electronic","value":"9783319312958"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-31295-8_3","type":"book-chapter","created":{"date-parts":[[2016,5,27]],"date-time":"2016-05-27T09:54:21Z","timestamp":1464342861000},"page":"35-48","source":"Crossref","is-referenced-by-count":1,"title":["Multiple Runs in the Simulation of Stochastic Systems Can Improve the Estimates of Equilibrium Expectations"],"prefix":"10.1007","author":[{"given":"Winfried","family":"Grassmann","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2016,5,28]]},"reference":[{"issue":"4","key":"3_CR1","doi-asserted-by":"crossref","first-page":"76","DOI":"10.1145\/974734.974738","volume":"14","author":"C Alexopoulos","year":"2004","unstructured":"Alexopoulos, C., Goldman, D.: To batch or not to batch? ACM Trans. Model. Comput. Simul. 14(4), 76\u2013214 (2004)","journal-title":"ACM Trans. Model. Comput. Simul."},{"key":"3_CR2","doi-asserted-by":"crossref","unstructured":"Asmussen, S., Glynn, P.W.: Stochastic Simulation: Algorithms and Analysis, volume 57 of Stochastic Modelling and Applied Probability. Springer, New York (2007)","DOI":"10.1007\/978-0-387-69033-9"},{"key":"3_CR3","doi-asserted-by":"crossref","unstructured":"Franklin, W.W., White, K.P.: Stationarity tests and MSER-5: exploring the intuition behind mean-squared-error-reduction in detecting and correcting initialization bias. In: Mason, S.J., Hill, R.R., M\u00f6nch, L., Rose, O., Jefferson, T., Fowler, J.W. (eds.) Proceedings of the 2008 Winter Simulation Conference, pp. 541\u2013546. The Institute of Electrical and Electronics Engineers, Inc. (2008)","DOI":"10.1109\/WSC.2008.4736111"},{"issue":"6","key":"3_CR4","doi-asserted-by":"crossref","first-page":"1208","DOI":"10.1287\/opre.29.6.1208","volume":"29","author":"WK Grassmann","year":"1981","unstructured":"Grassmann, W.K.: Optimal estimation of the expected number in an M\/D\/\u221e\/\u00a0system. Oper. Res. 29(6), 1208\u20131211 (1981)","journal-title":"Oper. Res."},{"key":"3_CR5","series-title":"pp","first-page":"377","volume-title":"Proceedings of the 1982 Winter Simulation Conference","author":"WK Grassmann","year":"1982","unstructured":"Grassmann, W.K.: Initial bias and estimation error in discrete event simulation. In: Highland, H.G., Chao, Y.W., Madrigal, O. (eds.) Proceedings of the 1982 Winter Simulation Conference. pp, pp. 377\u2013384. The Institute of Electrical and Electronics Engineers Inc, Piscataway, NY (1982)"},{"key":"3_CR6","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1016\/0377-2217(87)90147-0","volume":"31","author":"WK Grassmann","year":"1987","unstructured":"Grassmann, W.K.: Means and variances of time averages in Markovian environments. Eur. J. Oper. Res. 31, 132\u2013139 (1987)","journal-title":"Eur. J. Oper. Res."},{"key":"3_CR7","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1017\/S0269964808000247","volume":"22","author":"WK Grassmann","year":"2008","unstructured":"Grassmann, W.K.: Warm-up periods in simulation can be detrimental. Probab. Eng. Inf. Sci. 22, 415\u2013429 (2008)","journal-title":"Probabilitiy Eng. Informational Sci."},{"key":"3_CR8","series-title":"pp","doi-asserted-by":"crossref","first-page":"593","DOI":"10.1109\/WSC.2011.6147788","volume-title":"Proceedings of the 2011 Winter Simulation Conference","author":"WK Grassmann","year":"2011","unstructured":"Grassmann, W.K.: Rethinking the initialization bias problem in steady-state discrete event simulation. In: Jain, S., Creasey, R.R., Himmelspach, J., White, K.P., Fu, M. (eds.) Proceedings of the 2011 Winter Simulation Conference. pp, pp. 593\u2013599. The Institute of Electrical and Electronics Engineers Inc, Piscataway, NY (2011)"},{"issue":"1","key":"3_CR9","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1177\/0037549713508334","volume":"90","author":"WK Grassmann","year":"2014","unstructured":"Grassmann, W.K.: Factors affecting warm-up periods in discrete event simulation. Simulation 90(1), 11\u201323 (2014)","journal-title":"Simulation"},{"issue":"4","key":"3_CR10","doi-asserted-by":"crossref","first-page":"355","DOI":"10.1080\/07408178908966242","volume":"21","author":"WD Kelton","year":"1989","unstructured":"Kelton, W.D.: Random initialization methods in simulation. IIE Trans. 21(4), 355\u2013367 (1989)","journal-title":"IIE Trans."},{"key":"3_CR11","doi-asserted-by":"crossref","first-page":"572","DOI":"10.1287\/opre.24.3.572","volume":"24","author":"A Madansky","year":"1976","unstructured":"Madansky, A.: Optimal conditions for a simulation problem. Oper. Res. 24, 572\u2013577 (1976)","journal-title":"Oper. Res."},{"key":"3_CR12","doi-asserted-by":"crossref","unstructured":"McNickle, D., Ewing, G.C., Pawlikowski, K.: Transient deletion and the quality of sequential steady-state simulation. In: Proceedings of the 21st European Conference on Modelling and Simulation, Prague, Czech Republic (2007)","DOI":"10.7148\/2007-0441"},{"key":"3_CR13","unstructured":"Meisner, D., Wu, J., Wenisch, T.F.: Bighouse: a simulation infrastructure for data center systems. http:\/\/www.ece.umich.edu\/cse\/awards\/pdfs\/ispass12.pdf (2015). Accessed 31 Oct 2015"},{"key":"3_CR14","doi-asserted-by":"crossref","unstructured":"Mokashi, A.C., Tejada, J.J., Yousefi, F., Wilson, J.R., Tafazzoli, A., Steiger, N.M.: Performance comarison of MSER-5 and N-Sart on the simulation start-up problem. In: Jahansson, B., Jain, S., Montoya-Torres, J., Hugan, J., Y\u00fccesan, E. (eds.) Proceeding of 2010 Simulation Conference, pp. 971\u2013982. IEEE, Piscataway, NJ (2010)","DOI":"10.1109\/WSC.2010.5679094"},{"key":"3_CR15","doi-asserted-by":"crossref","unstructured":"Newell, G.F.: Applications of Queueing Theory, second edn. Chapman and Hall, London (1982)","DOI":"10.1007\/978-94-009-5970-5"},{"key":"3_CR16","series-title":"pp","doi-asserted-by":"crossref","first-page":"184","DOI":"10.1109\/WSC.2010.5679163","volume-title":"Proceedings of the 2010 Winter Simulation Conference","author":"R Pasupathy","year":"2010","unstructured":"Pasupathy, R., Schmeiser, B.: The initial transient in steady state point estimation: context, a biography, the MSE criterium, and the MSER statistic. In: Johansson, B., Jain, S., Montaya-Torres, J., Hugan, J., Y\u00fccesan, E. (eds.) Proceedings of the 2010 Winter Simulation Conference. pp, pp. 184\u2013197. The Institute of Electrical and Electronics Engineers Inc, Piscataway, NY (2010)"},{"issue":"2","key":"3_CR17","doi-asserted-by":"crossref","first-page":"123","DOI":"10.1145\/78919.78921","volume":"22","author":"K Pawlikowski","year":"1990","unstructured":"Pawlikowski, K.: Steady-state simulation of queueing processes: a survey of problems and solutions. ACM Comput. Surv. 22(2), 123\u2013170 (1990)","journal-title":"ACM Comput. Surv."},{"key":"3_CR18","volume-title":"The Art of Simulation","author":"KD Tocher","year":"1963","unstructured":"Tocher, K.D.: The Art of Simulation. English University Press, London (1963)"},{"issue":"6","key":"3_CR19","doi-asserted-by":"crossref","first-page":"645","DOI":"10.1287\/mnsc.37.6.645","volume":"37","author":"W Whitt","year":"1991","unstructured":"Whitt, W.: The efficiency of one long run versus independent replications in steady-state simulation. Manage. Sci. 37(6), 645\u2013666 (1991)","journal-title":"Manage. Sci."},{"key":"3_CR20","doi-asserted-by":"crossref","first-page":"79","DOI":"10.1177\/003754977803100303","volume":"31","author":"JR Wilson","year":"1978","unstructured":"Wilson, J.R., Prisker, A.A.B.: Evaluation of startup policies in simulation experiments. Simulation 31, 79\u201388 (1978)","journal-title":"Simulation"}],"container-title":["Advances in Intelligent Systems and Computing","Simulation and Modeling Methodologies, Technologies and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-31295-8_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,8]],"date-time":"2019-09-08T23:40:57Z","timestamp":1567986057000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-31295-8_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319312941","9783319312958"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-31295-8_3","relation":{},"ISSN":["2194-5357","2194-5365"],"issn-type":[{"type":"print","value":"2194-5357"},{"type":"electronic","value":"2194-5365"}],"subject":[],"published":{"date-parts":[[2016]]}}}