{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,30]],"date-time":"2026-04-30T03:46:16Z","timestamp":1777520776813,"version":"3.51.4"},"publisher-location":"Berlin, Heidelberg","reference-count":33,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642217043","type":"print"},{"value":"9783642217050","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2011]]},"DOI":"10.1007\/978-3-642-21705-0_8","type":"book-chapter","created":{"date-parts":[[2011,7,26]],"date-time":"2011-07-26T01:46:02Z","timestamp":1311644762000},"page":"209-240","source":"Crossref","is-referenced-by-count":12,"title":["Comparison of Evolutionary and Swarm Intelligence Methods for History Matching and Uncertainty Quantification in Petroleum Reservoir Models"],"prefix":"10.1007","author":[{"given":"Yasin","family":"Hajizadeh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vasily","family":"Demyanov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Linah","family":"Mohamed","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mike","family":"Christie","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"8_CR1","unstructured":"Coats, K., Dempsey, J., Henderson, J.: A New Technique for Determining Reservoir Description from Field Performance Data. In: SPE 2344, 43rd SPE Annual Fall Meeting, Houston, Texas, U.S.A, September 29 - October 2 (1968)"},{"key":"8_CR2","unstructured":"Slater, G., Durrer, E.: Adjustment of Reservoir Simulation Models to Match Field Performance. In: SPE 2983, SPE 45th Annul Fall Meeting, Houston, Texas, U.S.A, October 4-7 (1970)"},{"key":"8_CR3","first-page":"397","volume-title":"Intelligent Engineering Systems through Artificial Neural Networks","author":"M.D. Bush","year":"1996","unstructured":"Bush, M.D., Carter, J.N.: Application of a Modified Genetic Algorithm to Parameter Estimation in Petroleum Industry. In: Intelligent Engineering Systems through Artificial Neural Networks, vol.\u00a06, p. 397. ASME Press, New York (1996)"},{"key":"8_CR4","unstructured":"Palatnic, B., Zakirov, L., Haugen, S., van Roosmalen, J.: New Approaches to Multiple History Matching. To be presented at the seventh European Symposium on improved Oil Recovery, Moscow (1993)"},{"issue":"3","key":"8_CR5","doi-asserted-by":"crossref","first-page":"352","DOI":"10.2118\/86883-PA","volume":"9","author":"Z. Tavasolli","year":"2004","unstructured":"Tavasolli, Z., Carter, J.N., King, P.: Errors in History Matching, paper 96883. SPE Journal\u00a09(3), 352\u2013361 (2004)","journal-title":"SPE Journal"},{"key":"8_CR6","doi-asserted-by":"crossref","unstructured":"Romero, C., Carter, J.N., Gringarten, A.C., Zimmerman, R.W.: A Modified Genetic Algorithm for Reservoir Characterization, paper 64765. In: International Oil and Gas Conference and Exhibition, Beijing, China, November 7-10 (2000)","DOI":"10.2118\/64765-MS"},{"key":"8_CR7","doi-asserted-by":"crossref","unstructured":"Erbas, D., Christie, M.: Effect of Sampling Strategies on Prediction Uncertainty Estimation, paper 106229. In: SPE Reservoir Simulation Symposium, Houston, Texas, U.S.A, February 26-28 (2007)","DOI":"10.2118\/106229-MS"},{"issue":"3","key":"8_CR8","doi-asserted-by":"publisher","first-page":"286","DOI":"10.1190\/1.1463779","volume":"21","author":"M. Christie","year":"2002","unstructured":"Christie, M., MacBeth, C., Subbey, S.: Multiple History-Matched Models for Teal South. The Leading Edge\u00a021(3), 286\u2013289 (2002)","journal-title":"The Leading Edge"},{"issue":"1","key":"8_CR9","doi-asserted-by":"publisher","first-page":"31","DOI":"10.2118\/119139-PA","volume":"15","author":"L. Mohamed","year":"2010","unstructured":"Mohamed, L., Christie, M., Demyanov, V.: Comparison of Stochastic Sampling Algorithms for Uncertainty Quantification, paper 119139. SPE Journal\u00a015(1), 31\u201338 (2010)","journal-title":"SPE Journal"},{"key":"8_CR10","doi-asserted-by":"crossref","unstructured":"Mohamed, L., Christie, M., Demyanov, V.: Reservoir Model History Matching with Particle Swarms, paper 129152. In: Oil and Gas India Conference and Exhibition, Mumbai, India, January 20-22 (2010)","DOI":"10.2118\/129152-MS"},{"key":"8_CR11","volume-title":"Uncertainty Evaluation of Reservoir Simulation Models using Particle Swarms and Hierarchical Clustering","author":"M. Kathrada","year":"2009","unstructured":"Kathrada, M.: Uncertainty Evaluation of Reservoir Simulation Models using Particle Swarms and Hierarchical Clustering. Heriot Watt University, Edinburgh (2009)"},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Schulze-Riegert, R.W., Axmann, J.K., Haase, O., Rian, D.T., You, Y.: Optimisation Methods for History Matching of Complex Reservoirs, paper 66393. In: SPE Reservoir Simulation Symposium, Houston, Texas, U.S.A, February 11-14 (2001)","DOI":"10.2118\/66393-MS"},{"key":"8_CR13","doi-asserted-by":"crossref","unstructured":"Hajizadeh, Y., Christie, M., Demyanov, V.: Ant Colony Optimisation for History Matching, paper121193. In: EUROPEC\/EAGE Conference and Exhibition, Amsterdam, The Netherlands, June 8-11 (2009)","DOI":"10.2118\/121193-MS"},{"key":"8_CR14","doi-asserted-by":"crossref","unstructured":"Hajizadeh, Y., Christie, M., Demyanov, V.: Application of Differential Evolution as a New Method for History Matching, paper 127251. In: International Petroleum Engineering Conference, Kuwait, December 14-16 (2009)","DOI":"10.2118\/127251-MS"},{"key":"8_CR15","doi-asserted-by":"publisher","first-page":"143","DOI":"10.1016\/j.jcp.2006.01.026","volume":"217","author":"M. Christie","year":"2006","unstructured":"Christie, M., Demyanov, V., Erbas, V.: Uncertainty Quantification for Porous Media Flows. Journal of Computation Physics\u00a0217, 143\u2013158 (2006)","journal-title":"Journal of Computation Physics"},{"key":"8_CR16","unstructured":"Dorigo, M.: Learning and Natural Algorithms, PhD thesis, Politecnico di Milano, Milan, Italy (1992)"},{"issue":"3","key":"8_CR17","doi-asserted-by":"publisher","first-page":"1155","DOI":"10.1016\/j.ejor.2006.06.046","volume":"185","author":"K. Socha","year":"2008","unstructured":"Socha, K., Dorigo, M.: Ant Colony Optimisation for Continuous Domains. European Journal of Operational Research\u00a0185(3), 1155\u20131173 (2008)","journal-title":"European Journal of Operational Research"},{"key":"8_CR18","doi-asserted-by":"publisher","first-page":"2119","DOI":"10.1007\/s11269-008-9373-2","volume":"23","author":"S. Madadgar","year":"2009","unstructured":"Madadgar, S., Afshar, A.: An Improved Continuous Ant Algorithm for Optimisation of Water Resource Problems. Water Resource Management\u00a023, 2119\u20132139 (2009)","journal-title":"Water Resource Management"},{"key":"8_CR19","doi-asserted-by":"publisher","first-page":"6723","DOI":"10.1021\/ie8016785","volume":"48","author":"M. Schluter","year":"2009","unstructured":"Schluter, M., Egea, J., Antelo, L., Alonso, A., Banga, R.: An Extended Ant Colony Optimisation Algorithm for Integrated Process and Control System Design. Ind. Eng. Chem. Res\u00a048, 6723\u20136738 (2009)","journal-title":"Ind. Eng. Chem. Res"},{"key":"8_CR20","unstructured":"Storn, R., Price, K.: Differential Evolution \u2013 A Simple and Efficient Adaptive Scheme for Global Optimisation over Continuous Spaces, Technical Report for International Computer Science Institute, Berkeley, TR-95-012 (1995)"},{"key":"8_CR21","doi-asserted-by":"publisher","first-page":"1942","DOI":"10.1109\/ICNN.1995.488968","volume-title":"Proceedings of the IEEE International Conference on Neural Networks","author":"J. Kennedy","year":"1995","unstructured":"Kennedy, J., Eberhart, R.: Particle Swarm Optimisation. In: Proceedings of the IEEE International Conference on Neural Networks, vol.\u00a04, pp. 1942\u20131948. IEEE Service Center, Piscataway (1995)"},{"key":"8_CR22","first-page":"69","volume-title":"Proceedings of the IEEE International Conference on Evolutionary Computation","author":"Y. Shi","year":"1998","unstructured":"Shi, Y., Eberhart, R.: A Modified Particle Swarm Optimiser. In: Proceedings of the IEEE International Conference on Evolutionary Computation, pp. 69\u201373. IEEE Press, Piscataway (1998)"},{"key":"8_CR23","first-page":"303","volume-title":"Proceedings of the International Conference on Evolutionary Computation","author":"J. Kennedy","year":"1997","unstructured":"Kennedy, J.: The Particle Swarm: Social Adaptation of Knowledge. In: Proceedings of the International Conference on Evolutionary Computation, pp. 303\u2013308. IEEE Service Center, Piscataway (1997)"},{"key":"8_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0040809","volume-title":"Evolutionary Programming VII","author":"J. Kennedy","year":"1998","unstructured":"Kennedy, J.: The Behaviour of Particles. In: Porto, V.W., Waagen, D. (eds.) EP 1998. LNCS, vol.\u00a01447, Springer, Heidelberg (1998)"},{"key":"8_CR25","first-page":"1958","volume-title":"Proceedings of the Congress of Evolutionary Computation","author":"P.N. Suganthan","year":"1999","unstructured":"Suganthan, P.N.: Particle Swarm Optimiser with Neighbourhood Operator. In: Proceedings of the Congress of Evolutionary Computation, vol.\u00a03, pp. 1958\u20131962. IEEE Press, Washington D.C., USA (1999)"},{"key":"8_CR26","doi-asserted-by":"publisher","first-page":"479","DOI":"10.1046\/j.1365-246X.1999.00876.x","volume":"138","author":"M. Sambridge","year":"1999","unstructured":"Sambridge, M.: Geophysical Inversion with a Neighbourhood Algorithm - I Searching a Parameter Space. Geophysics J. Int.\u00a0138, 479\u2013494 (1999)","journal-title":"Geophysics J. Int."},{"key":"8_CR27","doi-asserted-by":"crossref","unstructured":"Subbey, S., Christie, M., Sambridge, M.: A Strategy for Rapid Quantification of Uncertainty in Reservoir Performance Prediction, paper 79678. In: SPE Reservoir Simulation Symposium, Houston, Texas, U.S.A, February 3-5 (2003)","DOI":"10.2118\/79678-MS"},{"key":"8_CR28","doi-asserted-by":"publisher","first-page":"87","DOI":"10.1144\/petgeo.7.S.S87","volume":"7","author":"F.J.T. Floris","year":"2001","unstructured":"Floris, F.J.T., Bush, M.D., Cuypers, M., Roggero, F., Syversveen, A.-R.: Methods for Quantifying the Uncertainty of Production Forecasts. Petroleum Geoscience\u00a07, 87\u201396 (2001)","journal-title":"Petroleum Geoscience"},{"key":"8_CR29","unstructured":"PUNQ-S3 model, Department of Earth Science and Engineering,, Imperial College London, http:\/\/www3.imperial.ac.uk\/earthscienceandengineering\/research\/perm\/punq-s3model (last accessed April 2010)"},{"key":"8_CR30","unstructured":"Boss, C.: Production forecasting with UNcertainty Quantification, Netherlands Institute of Applied Geoscience TNO (1999)"},{"issue":"4","key":"8_CR31","doi-asserted-by":"publisher","first-page":"433","DOI":"10.2118\/74707-PA","volume":"6","author":"J.W. Barker","year":"2001","unstructured":"Barker, J.W., Cuypers, M., Holden, L.: Quantifying Uncertainty in Production Forecasts: Another Look at the PUNQ-S3 Problem, paper 74707. SPE Journal\u00a06(4), 433\u2013441 (2001)","journal-title":"SPE Journal"},{"key":"8_CR32","doi-asserted-by":"publisher","first-page":"727","DOI":"10.1046\/j.1365-246x.1999.00900.x","volume":"138","author":"M. Sambridge","year":"1999","unstructured":"Sambridge, M.: Geophysical Inversion with a Neighbourhood Algorithm - II Appraising the Ensemble. Geophysics Journal International\u00a0138, 727\u2013745 (1999)","journal-title":"Geophysics Journal International"},{"key":"8_CR33","unstructured":"Demyanov, V., Subbey, S., Christie, M.: Neighbourhood Algorithm with Geostatistical Simulations for Uncertainty Quantification Reservoir Modelling: PUNQ-S3 Case study. In: Proceedings of the 9th European Conference on Mathematics in Oil RecoveryECMOR IX 2004, Cannes, France (2004)"}],"container-title":["Studies in Computational Intelligence","Intelligent Computational Optimization in Engineering"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-21705-0_8.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,24]],"date-time":"2020-11-24T03:04:18Z","timestamp":1606187058000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-21705-0_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642217043","9783642217050"],"references-count":33,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-21705-0_8","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"value":"1860-949X","type":"print"},{"value":"1860-9503","type":"electronic"}],"subject":[],"published":{"date-parts":[[2011]]}}}