{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T07:33:27Z","timestamp":1740123207948,"version":"3.37.3"},"reference-count":55,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2017,12,8]],"date-time":"2017-12-08T00:00:00Z","timestamp":1512691200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0"}],"funder":[{"DOI":"10.13039\/501100002835","name":"Chalmers University of Technology","doi-asserted-by":"crossref","id":[{"id":"10.13039\/501100002835","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Oper Res"],"published-print":{"date-parts":[[2018,6]]},"DOI":"10.1007\/s10479-017-2721-y","type":"journal-article","created":{"date-parts":[[2017,12,8]],"date-time":"2017-12-08T04:16:58Z","timestamp":1512706618000},"page":"93-118","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Efficient solution of many instances of a simulation-based optimization problem utilizing a partition of the decision space"],"prefix":"10.1007","volume":"265","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1551-9713","authenticated-orcid":false,"given":"Zuzana","family":"Ned\u011blkov\u00e1","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter","family":"Lindroth","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michael","family":"Patriksson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ann-Brith","family":"Str\u00f6mberg","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,12,8]]},"reference":[{"key":"2721_CR1","unstructured":"Abramson, M. A., Audet, C., Couture, G., Dennis, J. E., Le\u00a0Digabel, Jr., S., Tribes, C. (2017). The NOMAD project. Software available at https:\/\/www.gerad.ca\/nomad\/ ."},{"issue":"2","key":"2721_CR2","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1504\/IJVSMT.2013.054475","volume":"8","author":"R Ali","year":"2013","unstructured":"Ali, R., Dhillon, R., El-Gindy, M., \u00d6ijer, F., Johansson, I., & Trivedi, M. (2013). Prediction of rolling resistance and steering characteristics using finite element analysis truck tyre model. International Journal of Vehicle Systems Modelling and Testing, 8(2), 179\u2013201.","journal-title":"International Journal of Vehicle Systems Modelling and Testing"},{"key":"2721_CR3","volume-title":"Mathematical analysis for economists. Studies in statistics and scientific method","author":"RGD Allen","year":"2008","unstructured":"Allen, R. G. D. (2008). Mathematical analysis for economists. Studies in statistics and scientific method (Vol. 3). London: Read Books."},{"issue":"1","key":"2721_CR4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/BF00941312","volume":"47","author":"F Aluffi-Pentini","year":"1985","unstructured":"Aluffi-Pentini, F., Parisi, V., & Zirilli, F. (1985). Global optimization and stochastic differential equations. Journal of Optimization Theory and Applications, 47(1), 1\u201316.","journal-title":"Journal of Optimization Theory and Applications"},{"issue":"1","key":"2721_CR5","doi-asserted-by":"crossref","first-page":"188","DOI":"10.1137\/040603371","volume":"17","author":"C Audet","year":"2006","unstructured":"Audet, C., & Dennis, J. E, Jr. (2006). Mesh adaptive direct search algorithms for constrained optimization. SIAM Journal on Optimization, 17(1), 188\u2013217.","journal-title":"SIAM Journal on Optimization"},{"issue":"3","key":"2721_CR6","first-page":"73","volume":"23","author":"KK Benke","year":"1991","unstructured":"Benke, K. K., & Skinner, D. R. (1991). A direct search algorithm for global optimization of multivariate functions. Australian Computer Journal, 23(3), 73\u201385.","journal-title":"Australian Computer Journal"},{"key":"2721_CR7","doi-asserted-by":"crossref","unstructured":"Bersini, H., Dorigo, M., Langerman, S., Seront, G., Gambardella, L. (1996). Results of the first international contest on evolutionary optimisation (1st ICEO). In Proceedings of the IEEE international conference on evolutionary computation (ICEC), pp. 611\u2013615. IEEE Press, New York, NY, USA","DOI":"10.1109\/ICEC.1996.542670"},{"key":"2721_CR8","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1016\/S1574-6526(06)80007-6","volume-title":"Handbook of constraint programming, Ch. 3","author":"C Bessiere","year":"2006","unstructured":"Bessiere, C. (2006). Constraint propagation. In F. Rossi, P. van Beek, & T. Walsh (Eds.), Handbook of constraint programming, Ch. 3 (pp. 29\u201383). Amsterdam: Elsevier."},{"issue":"4","key":"2721_CR9","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1023\/A:1011584207202","volume":"1","author":"M Bj\u00f6rkman","year":"2000","unstructured":"Bj\u00f6rkman, M., & Holmstr\u00f6m, K. (2000). Global optimization of costly nonconvex functions using radial basis functions. Optimization and Engineering, 1(4), 373\u2013397.","journal-title":"Optimization and Engineering"},{"key":"2721_CR10","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511543241","volume-title":"Radial basis functions: Theory and implementations","author":"MD Buhmann","year":"2003","unstructured":"Buhmann, M. D. (2003). Radial basis functions: Theory and implementations. West Nyack, NY: Cambridge University Press."},{"issue":"1","key":"2721_CR11","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1007\/s10479-007-0176-2","volume":"153","author":"B Colson","year":"2007","unstructured":"Colson, B., Marcotte, P., & Savard, G. (2007). An overview of bilevel optimization. Annals of Operations Research, 153(1), 235\u2013256.","journal-title":"Annals of Operations Research"},{"key":"2721_CR12","doi-asserted-by":"crossref","DOI":"10.1137\/1.9780898718768","volume-title":"Introduction to derivative-free optimization, MOS-SIAM series on optimization","author":"AR Conn","year":"2009","unstructured":"Conn, A. R., Scheinberg, K., & Vicente, L. N. (2009). Introduction to derivative-free optimization, MOS-SIAM series on optimization (Vol. 8). Philadelphia, PA: Society for Industrial and Applied Mathematics."},{"key":"2721_CR13","first-page":"335","volume":"10","author":"X-D Ding","year":"2009","unstructured":"Ding, X.-D., Yao, Z.-G., & Cheng, G. (2009). LINGO language in the logistics distribution center location. Logistics Engineering and Management, 10, 335\u2013356.","journal-title":"Logistics Engineering and Management"},{"key":"2721_CR14","volume-title":"Towards global optimization","author":"L Dixon","year":"1978","unstructured":"Dixon, L., & Szeg\u00f6, G. (1978). Towards global optimization (Vol. 2). New York, NY: North-Holland."},{"issue":"2","key":"2721_CR15","doi-asserted-by":"crossref","first-page":"261","DOI":"10.1007\/BF00940007","volume":"60","author":"LCW Dixon","year":"1999","unstructured":"Dixon, L. C. W., & Price, R. C. (1999). Truncated Newton method for sparse unconstrained optimization using automatic differentiation. Journal of Optimization Theory and Applications, 60(2), 261\u2013275.","journal-title":"Journal of Optimization Theory and Applications"},{"issue":"2","key":"2721_CR16","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1007\/s101070100263","volume":"91","author":"ED Dolan","year":"2002","unstructured":"Dolan, E. D., & Mor\u00e9, J. J. (2002). Benchmarking optimization software with performance profiles. Mathematical Programming, 91(2), 201\u2013213.","journal-title":"Mathematical Programming"},{"key":"2721_CR17","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1137\/1.9780898718799.ch15","volume-title":"Applications of Stochastic Programming","author":"J Dupa\u010dov\u00e1","year":"2005","unstructured":"Dupa\u010dov\u00e1, J., & Popela, P. (2005). Melt control: Charge optimization via stochastic programming. In S. W. Wallace & W. T. Ziemba (Eds.), Applications of Stochastic Programming (pp. 277\u2013298). Philadelphia, PA: SIAM."},{"key":"2721_CR18","volume-title":"Handbook of simulation optimization. International series in operations research and management science","author":"MC Fu","year":"2014","unstructured":"Fu, M. C. (2014). Handbook of simulation optimization. International series in operations research and management science. New York: Springer."},{"issue":"4","key":"2721_CR19","doi-asserted-by":"crossref","first-page":"373","DOI":"10.1145\/962437.962439","volume":"29","author":"NIM Gould","year":"2003","unstructured":"Gould, N. I. M., Orban, D., & Toint, Ph L. (2003). CUTEr and SifDec: A constrained and unconstrained testing environment, revisited. ACM Transactions on Mathematical Software, 29(4), 373\u2013394.","journal-title":"ACM Transactions on Mathematical Software"},{"issue":"3","key":"2721_CR20","doi-asserted-by":"crossref","first-page":"201","DOI":"10.1023\/A:1011255519438","volume":"19","author":"H-M Gutmann","year":"2001","unstructured":"Gutmann, H.-M. (2001). A radial basis function method for global optimization. Journal of Global Optimization, 19(3), 201\u2013227.","journal-title":"Journal of Global Optimization"},{"key":"2721_CR21","unstructured":"Holmstr\u00f6m, K., G\u00f6ran, A. (2002). User\u2019s guide for Tomlab v3. 2.11. http:\/\/tomopt.com\/docs\/tomlabv32.pdf . Accessed August 13, 2015."},{"key":"2721_CR22","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1007\/978-1-4939-1384-8_2","volume-title":"Handbook of simulation optimization","author":"LJ Hong","year":"2015","unstructured":"Hong, L. J., Nelson, B. L., & Xu, J. (2015). Discrete optimization via simulation. In M. C. Fu (Ed.), Handbook of simulation optimization (pp. 9\u201344). New York, NY: Springer."},{"issue":"11","key":"2721_CR23","doi-asserted-by":"crossref","first-page":"501","DOI":"10.1007\/s11081-009-9087-1","volume":"4","author":"S Jakobsson","year":"2010","unstructured":"Jakobsson, S., Patriksson, M., Rudholm, J., & Wojciechowski, A. (2010). A method for simulation based optimization using radial basis functions. Optimization & Engineering, 4(11), 501\u2013532.","journal-title":"Optimization & Engineering"},{"issue":"2","key":"2721_CR24","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1504\/IJMMNO.2013.055204","volume":"4","author":"M Jamil","year":"2013","unstructured":"Jamil, M., & Yang, X.-S. (2013). A literature survey of benchmark functions for global optimisation problems. International Journal of Mathematical Modelling and Numerical Optimisation, 4(2), 150\u2013194.","journal-title":"International Journal of Mathematical Modelling and Numerical Optimisation"},{"issue":"3","key":"2721_CR25","doi-asserted-by":"crossref","first-page":"297","DOI":"10.1007\/BF01279453","volume":"7","author":"C Jansson","year":"1995","unstructured":"Jansson, C., & Kn\u00fcppel, O. (1995). A branch and bound algorithm for bound constrained optimization problems without derivatives. Journal of Global Optimization, 7(3), 297\u2013331.","journal-title":"Journal of Global Optimization"},{"issue":"21","key":"2721_CR26","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1023\/A:1012771025575","volume":"4","author":"DR Jones","year":"2001","unstructured":"Jones, D. R. (2001). A taxonomy of global optimization methods based on response surfaces. Journal of Global Optimization, 4(21), 345\u2013383.","journal-title":"Journal of Global Optimization"},{"issue":"1","key":"2721_CR27","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1007\/BF00941892","volume":"79","author":"DR Jones","year":"1993","unstructured":"Jones, D. R., Perttunen, C. D., & Stuckman, B. E. (1993). Lipschitzian optimization without the Lipschitz constant. Journal of Optimization Theory and Applications, 79(1), 157\u2013181.","journal-title":"Journal of Optimization Theory and Applications"},{"issue":"4","key":"2721_CR28","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1023\/A:1008306431147","volume":"13","author":"DR Jones","year":"1998","unstructured":"Jones, D. R., Schonlau, M., & Welch, W. J. (1998). Efficient global optimization of expensive black-box functions. Journal of Global Optimization, 13(4), 455\u2013492.","journal-title":"Journal of Global Optimization"},{"key":"2721_CR29","unstructured":"Kol\u00e1\u0159, P. (2015). A joint model of heavy truck, tyres, and operating environment for tyres selection. Master\u2019s thesis, Department of Applied Mechanics, Chalmers University of Technology, Gothenburg, Sweden."},{"issue":"1\u20132","key":"2721_CR30","doi-asserted-by":"crossref","first-page":"191","DOI":"10.1016\/S0377-0427(00)00423-4","volume":"124","author":"RM Lewis","year":"2000","unstructured":"Lewis, R. M., Torczon, V., & Trosset, M. W. (2000). Direct search methods: Then and now. Journal of Computational and Applied Mathematics, 124(1\u20132), 191\u2013207.","journal-title":"Journal of Computational and Applied Mathematics"},{"key":"2721_CR31","unstructured":"Lindroth, P. (2011). Product configuration from a mathematical optimization perspective. Ph.D. thesis, Department of Mathematical Sciences, Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden."},{"key":"2721_CR32","unstructured":"Lindroth, P. (2015) TyreOpt\u2014Br\u00e4nslebesparing med hj\u00e4lp av d\u00e4cksenergif\u00f6rlustoptimering (TyreOpt\u2014Fuel consumption reduction by tyre drag optimization). http:\/\/www.energimyndigheten.se\/Forskning\/Projektdatabas\/ , Project Number: P34882-1, Accessed August 13, 2015 (in Swedish)."},{"key":"2721_CR33","unstructured":"Lophaven, S. N., Nielsen, H. B., Sondergaard, J. (2002). DACE\u2014A MATLAB Kriging Toolbox, version 2.0. Technical report, Department of Informatics and Mathematical Modelling, Technical University of Denmark, Kongens Lyngby, Denmark, August."},{"issue":"4","key":"2721_CR34","doi-asserted-by":"crossref","first-page":"635","DOI":"10.1007\/s10898-004-9972-2","volume":"31","author":"M Montaz Ali","year":"2005","unstructured":"Montaz Ali, M., Khompatraporn, C., & Zabinsky, Z. B. (2005). A numerical evaluation of several stochastic algorithms on selected continuous global optimization test problems. Journal of Global Optimization, 31(4), 635\u2013672.","journal-title":"Journal of Global Optimization"},{"issue":"1","key":"2721_CR35","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1137\/080724083","volume":"20","author":"JJ Mor\u00e9","year":"2009","unstructured":"Mor\u00e9, J. J., & Wild, S. M. (2009). Benchmarking derivative-free optimization algorithms. SIAM Journal on Optimization, 20(1), 172\u2013191.","journal-title":"SIAM Journal on Optimization"},{"issue":"1","key":"2721_CR36","doi-asserted-by":"crossref","first-page":"17","DOI":"10.1145\/355934.355936","volume":"7","author":"JJ Mor\u00e9","year":"1981","unstructured":"Mor\u00e9, J. J., Garbow, B. S., & Hillstrom, K. E. (1981). Testing unconstrained optimization software. ACM Transactions on Mathematical Software (TOMS), 7(1), 17\u201341.","journal-title":"ACM Transactions on Mathematical Software (TOMS)"},{"key":"2721_CR37","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1007\/978-3-0348-8696-3_14","volume-title":"New developments in approximation theory, ISNM international series of numerical mathematics","author":"MJD Powell","year":"1999","unstructured":"Powell, M. J. D. (1999). Recent research at Cambridge on radial basis functions. In M. W. M\u00fcller, M. D. Buhmann, D. H. Mache, & M. Felten (Eds.), New developments in approximation theory, ISNM international series of numerical mathematics (Vol. 132, pp. 215\u2013232). Basel: Birkh\u00e4user."},{"issue":"4","key":"2721_CR38","doi-asserted-by":"crossref","first-page":"367","DOI":"10.1093\/comjnl\/20.4.367","volume":"20","author":"WL Price","year":"1977","unstructured":"Price, W. L. (1977). A controlled random search procedure for global optimization. The Computer Journal, 20(4), 367\u2013370.","journal-title":"The Computer Journal"},{"issue":"3","key":"2721_CR39","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1007\/BF00933504","volume":"40","author":"WL Price","year":"1983","unstructured":"Price, W. L. (1983). Global optimization by controlled random search. Journal of Optimization Theory and Applications, 40(3), 333\u2013348.","journal-title":"Journal of Optimization Theory and Applications"},{"issue":"10","key":"2721_CR40","doi-asserted-by":"crossref","first-page":"1605","DOI":"10.1016\/j.camwa.2006.07.013","volume":"53","author":"S Rahnamyan","year":"2007","unstructured":"Rahnamyan, S., Tizhoosh, H. R., & Salama, N. M. M. (2007). A novel population initialization method for accelerating evolutionary algorithms. Computers and Mathematics with Applications, 53(10), 1605\u20131614.","journal-title":"Computers and Mathematics with Applications"},{"key":"2721_CR41","doi-asserted-by":"publisher","unstructured":"\u0160abartov\u00e1, Z., Str\u00f6mberg, A.-B., Patriksson, M., Lindroth, P. (2014). An optimization model for truck tyres selection. In A.\u00a0Araujo (Ed.), Proceedings of the 4th international conference on engineering optimization engineering optimization 2014, pp. 561\u2013566, CRC Press, Boca Raton, FL, USA. https:\/\/doi.org\/10.1201\/b17488-101 .","DOI":"10.1201\/b17488-101"},{"key":"2721_CR42","volume-title":"Numerical optimization of computer models","author":"H-P Schwefel","year":"1981","unstructured":"Schwefel, H.-P. (1981). Numerical optimization of computer models. New York, NY: Wiley."},{"key":"2721_CR43","unstructured":"Shcherbina, O., Neumaier, A., Sam-Haroud, D., Vu, X.-H., Nguyen, T.-V. (2003). Benchmarking global optimization and constraint satisfaction codes. http:\/\/www.mat.univie.ac.at\/~neum\/glopt\/coconut\/Benchmark\/Benchmark.html . Accessed August 13, 2015."},{"issue":"2","key":"2721_CR44","doi-asserted-by":"crossref","first-page":"129","DOI":"10.1007\/PL00007198","volume":"17","author":"TW Simpson","year":"2001","unstructured":"Simpson, T. W., Poplinski, J. D., Koch, P. N., & Allen, J. K. (2001). Metamodels for computer-based engineering design: Survey and recommendations. Engineering with Computers, 17(2), 129\u2013150.","journal-title":"Engineering with Computers"},{"issue":"1","key":"2721_CR45","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1007\/s11081-012-9199-x","volume":"15","author":"A S\u00f3bester","year":"2014","unstructured":"S\u00f3bester, A., Forrester, A. I. J., Toal, D. J. J., Tresidder, E., & Tucker, S. (2014). Enginering design applications of surrogate-assisted optimization techniques. Optimization and Engineering, 15(1), 243\u2013265.","journal-title":"Optimization and Engineering"},{"issue":"3","key":"2721_CR46","doi-asserted-by":"crossref","first-page":"413","DOI":"10.1007\/BF01580078","volume":"82","author":"P Spellucci","year":"1998","unstructured":"Spellucci, P. (1998). An SQP method for general nonlinear programs using only equality constrained subproblems. Mathematical Programming, 82(3), 413\u2013448.","journal-title":"Mathematical Programming"},{"issue":"3","key":"2721_CR47","doi-asserted-by":"crossref","first-page":"424","DOI":"10.1080\/10556788.2014.924514","volume":"30","author":"MD Stuber","year":"2015","unstructured":"Stuber, M. D., Scott, J. K., & Barton, P. I. (2015). Convex and concave relaxations of implicit functions. Optimization Methods and Software, 30(3), 424\u2013460.","journal-title":"Optimization Methods and Software"},{"key":"2721_CR48","volume-title":"MATLAB Release 2012b","author":"The MathWorks Inc","year":"2012","unstructured":"The MathWorks Inc. (2012). MATLAB Release 2012b. Natick, MA: The MathWorks Inc."},{"issue":"143","key":"2721_CR49","doi-asserted-by":"crossref","first-page":"839","DOI":"10.1090\/S0025-5718-1978-0483452-7","volume":"32","author":"PhL Toint","year":"1978","unstructured":"Toint, Ph L. (1978). Some numerical results using a sparse matrix updating formula in unconstrained optimization. Mathematics of Computation, 32(143), 839\u2013851.","journal-title":"Mathematics of Computation"},{"key":"2721_CR50","doi-asserted-by":"crossref","DOI":"10.1007\/3-540-50871-6","volume-title":"Global optimization","author":"A T\u00f6rn","year":"1989","unstructured":"T\u00f6rn, A., & \u017dilinskas, A. (1989). Global optimization. New York, NY: Springer."},{"issue":"4","key":"2721_CR51","doi-asserted-by":"crossref","first-page":"235","DOI":"10.2346\/1.2167188","volume":"2","author":"JD Walter","year":"1974","unstructured":"Walter, J. D., & Conant, F. S. (1974). Energy losses in tires. Tire Science and Technology, 2(4), 235\u2013260.","journal-title":"Tire Science and Technology"},{"key":"2721_CR52","volume-title":"Scattered data approximation","author":"H Wendland","year":"2005","unstructured":"Wendland, H. (2005). Scattered data approximation. Cambridge: Cambridge Monographs on Applied and Computational Mathematics."},{"issue":"6","key":"2721_CR53","doi-asserted-by":"crossref","first-page":"3197","DOI":"10.1137\/070691814","volume":"30","author":"SM Wild","year":"2008","unstructured":"Wild, S. M., Regis, R. G., & Shoemaker, C. A. (2008). ORBIT: Optimization by radial basis function interpolation in trust-regions. SIAM Journal on Scientific Computing, 30(6), 3197\u20133219.","journal-title":"SIAM Journal on Scientific Computing"},{"issue":"4","key":"2721_CR54","doi-asserted-by":"crossref","first-page":"616","DOI":"10.2514\/2.3156","volume":"40","author":"K Willcox","year":"2003","unstructured":"Willcox, K., & Wakayama, S. (2003). Simultaneous optimization of a multiple-aircraft family. Journal of Aircraft, 40(4), 616\u2013622.","journal-title":"Journal of Aircraft"},{"key":"2721_CR55","volume-title":"Numerical methods for unconstrained optimization","author":"MA Wolfe","year":"1978","unstructured":"Wolfe, M. A. (1978). Numerical methods for unconstrained optimization. New York, NY: Van Nostrand Reinhold Company."}],"container-title":["Annals of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10479-017-2721-y\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-017-2721-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-017-2721-y.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,29]],"date-time":"2023-08-29T19:28:02Z","timestamp":1693337282000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10479-017-2721-y"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,8]]},"references-count":55,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2018,6]]}},"alternative-id":["2721"],"URL":"https:\/\/doi.org\/10.1007\/s10479-017-2721-y","relation":{},"ISSN":["0254-5330","1572-9338"],"issn-type":[{"type":"print","value":"0254-5330"},{"type":"electronic","value":"1572-9338"}],"subject":[],"published":{"date-parts":[[2017,12,8]]}}}