{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,5]],"date-time":"2026-01-05T22:00:37Z","timestamp":1767650437348},"reference-count":55,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2012,10,30]],"date-time":"2012-10-30T00:00:00Z","timestamp":1351555200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Glob Optim"],"published-print":{"date-parts":[[2013,12]]},"DOI":"10.1007\/s10898-012-0002-5","type":"journal-article","created":{"date-parts":[[2012,10,29]],"date-time":"2012-10-29T14:21:06Z","timestamp":1351520466000},"page":"1065-1089","source":"Crossref","is-referenced-by-count":36,"title":["Selection of intensity modulated radiation therapy treatment beam directions using radial basis functions within a pattern search methods framework"],"prefix":"10.1007","volume":"57","author":[{"given":"H.","family":"Rocha","sequence":"first","affiliation":[]},{"given":"J. M.","family":"Dias","sequence":"additional","affiliation":[]},{"given":"B. C.","family":"Ferreira","sequence":"additional","affiliation":[]},{"given":"M. C.","family":"Lopes","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2012,10,30]]},"reference":[{"key":"2_CR1","doi-asserted-by":"crossref","first-page":"1216","DOI":"10.1137\/S1052623400377955","volume":"14","author":"P. Alberto","year":"2004","unstructured":"Alberto P., Nogueira F., Rocha H., Vicente L.N.: Pattern search methods for user-provided points: application to molecular geometry problems. SIAM J. Optim. 14, 1216\u20131236 (2004)","journal-title":"SIAM J. Optim."},{"key":"2_CR2","doi-asserted-by":"crossref","first-page":"5467","DOI":"10.1088\/0031-9155\/55\/18\/013","volume":"55","author":"D.M. Aleman","year":"2010","unstructured":"Aleman D.M., Glaser D., Romeijn H.E., Dempsey J.F.: A primal-dual interior point algorithm for fluence map optimization in intensity modulated radiation therapy treatment planning. Phys. Med. Biol. 55, 5467\u20135482 (2010)","journal-title":"Phys. Med. Biol."},{"key":"2_CR3","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1007\/s10898-008-9286-x","volume":"42","author":"D.M. Aleman","year":"2008","unstructured":"Aleman D.M., Kumar A., Ahuja R.K., Romeijn H.E., Dempsey J.F.: Neighborhood search approaches to beam orientation optimization in intensity modulated radiation therapy treatment planning. J. Global Optim. 42, 587\u2013607 (2008)","journal-title":"J. Global Optim."},{"key":"2_CR4","doi-asserted-by":"crossref","unstructured":"Aleman, D.M., Mi\u0161i\u0107, V.V., Sharpe, M.B.: Computational enhancements to fluence map optimization for total marrow irradiation using IMRT. Comput. Oper. Res. (Forthcoming). doi: 10.1016\/j.cor.2011.05.028","DOI":"10.1016\/j.cor.2011.05.028"},{"key":"2_CR5","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1287\/ijoc.1080.0279","volume":"21","author":"D.M. Aleman","year":"2009","unstructured":"Aleman D.M., Romeijn H.E., Dempsey J.F.: A response surface approach to beam orientation optimization in intensity modulated radiation therapy treatment planning. INFORMS J. Comput. Computat. Biol. Med. Appl. 21, 62\u201376 (2009)","journal-title":"INFORMS J. Comput. Computat. Biol. Med. Appl."},{"key":"2_CR6","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1088\/0031-9155\/38\/2\/006","volume":"38","author":"T. Bortfeld","year":"1993","unstructured":"Bortfeld T., Schlegel W.: Optimization of beam orientations in radiation therapy: some theoretical considerations. Phys. Med. Biol. 38, 291\u2013304 (1993)","journal-title":"Phys. Med. Biol."},{"key":"2_CR7","doi-asserted-by":"crossref","first-page":"1975","DOI":"10.1118\/1.1997782","volume":"32","author":"K. Cheong","year":"2005","unstructured":"Cheong K., Suh T., Romeijn H., Li J., Dempsey J.: Fast Nonlinear Optimization with Simple Bounds for IMRT Planning. Med. Phys. 32, 1975\u20131976 (2005)","journal-title":"Med. Phys."},{"key":"2_CR8","doi-asserted-by":"crossref","unstructured":"Conn, A.R., Scheinberg, K., Vicente, L.N.: Introduction to derivative-free optimization. SIAM, Philadelphia (2009)","DOI":"10.1137\/1.9780898718768"},{"key":"2_CR9","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1088\/0031-9155\/52\/7\/N02","volume":"52","author":"D. Craft","year":"2007","unstructured":"Craft D.: Local beam angle optimization with linear programming and gradient search. Phys. Med. Biol. 52, 127\u2013135 (2007)","journal-title":"Phys. Med. Biol."},{"key":"2_CR10","doi-asserted-by":"crossref","first-page":"3399","DOI":"10.1118\/1.2335486","volume":"33","author":"D. Craft","year":"2006","unstructured":"Craft D., Halabi T., Shih H., Bortfeld T.: Approximating convex Pareto surfaces in multiobjective radiotherapy planning. Med. Phys. 33, 3399\u20133407 (2006)","journal-title":"Med. Phys."},{"key":"2_CR11","doi-asserted-by":"crossref","first-page":"265","DOI":"10.1007\/s10589-009-9283-0","volume":"46","author":"A.L. Cust\u00f3dio","year":"2010","unstructured":"Cust\u00f3dio A.L., Rocha H., Vicente L.N.: Incorporating minimum Frobenius norm models in direct search. Comput. Optim. Appl. 46, 265\u2013278 (2010)","journal-title":"Comput. Optim. Appl."},{"key":"2_CR12","doi-asserted-by":"crossref","first-page":"537","DOI":"10.1137\/050646706","volume":"18","author":"A.L. Cust\u00f3dio","year":"2007","unstructured":"Cust\u00f3dio A.L., Vicente L.N.: Using sampling and simplex derivatives in pattern search methods. SIAM J. Optim. 18, 537\u2013555 (2007)","journal-title":"SIAM J. Optim."},{"key":"2_CR13","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1016\/S0360-3016(97)89489-8","volume":"38","author":"S.K. Das","year":"1997","unstructured":"Das S.K., Marks L.B.: Selection of coplanar or non coplanar beams using three-dimensional optimization based on maximum beam separation and minimized nontarget irradiation. Int. J. Radiat. Oncol. Biol. Phys. 38, 643\u2013655 (1997)","journal-title":"Int. J. Radiat. Oncol. Biol. Phys."},{"key":"2_CR14","doi-asserted-by":"crossref","first-page":"733","DOI":"10.2307\/2372648","volume":"76","author":"C. Davis","year":"1954","unstructured":"Davis C.: Theory of positive linear dependence. Am. J. Math. 76, 733\u2013746 (1954)","journal-title":"Am. J. Math."},{"key":"2_CR15","doi-asserted-by":"crossref","first-page":"979","DOI":"10.1118\/1.1568978","volume":"30","author":"J.O. Deasy","year":"2003","unstructured":"Deasy J.O., Blanco A.I., Clark V.H.: CERR: a computational environment for radiotherapy research. Med. Phys. 30, 979\u2013985 (2003)","journal-title":"Med. Phys."},{"key":"2_CR16","doi-asserted-by":"crossref","first-page":"55","DOI":"10.1007\/s10479-006-0079-7","volume":"148","author":"J.O. Deasy","year":"2006","unstructured":"Deasy J.O., Lee E.K., Bortfeld T., Langer M., Zakarian K., Alaly J., Zhang Y., Liu H., Mohan R., Ahuja R., Pollack A., Purdy J., Rardin R.: A collaboratory for radiation theraphy planning optimization research. Ann. Oper. Res. 148, 55\u201363 (2006)","journal-title":"Ann. Oper. Res."},{"key":"2_CR17","doi-asserted-by":"crossref","first-page":"3191","DOI":"10.1088\/0031-9155\/48\/19\/007","volume":"48","author":"D. Djajaputra","year":"2003","unstructured":"Djajaputra D., Wu Q., Wu Y., Mohan R.: Algorithm and performance of a clinical IMRT beam-angle optimization system. Phys. Med. Biol. 48, 3191\u20133212 (2003)","journal-title":"Phys. Med. Biol."},{"key":"2_CR18","doi-asserted-by":"crossref","first-page":"1272","DOI":"10.1016\/j.laa.2007.05.039","volume":"428","author":"M. Ehrgott","year":"2008","unstructured":"Ehrgott M., Holder A., Reese J.: Beam selection in radiotherapy design. Linear Algebra Appl. 428, 1272\u20131312 (2008)","journal-title":"Linear Algebra Appl."},{"key":"2_CR19","doi-asserted-by":"crossref","first-page":"789","DOI":"10.1016\/0360-3016(83)90003-2","volume":"9","author":"M. Goitein","year":"1983","unstructured":"Goitein M., Abrams M., Rowell D., Pollari H., Wiles J.: Multidimensional treatment planning: II. Beam\u2019s eye-view, back projection, and projection through CT sections. Int. J. Radiat. Oncol. Biol. Phys. 9, 789\u2013797 (1983)","journal-title":"Int. J. Radiat. Oncol. Biol. Phys."},{"key":"2_CR20","doi-asserted-by":"crossref","first-page":"2179","DOI":"10.1088\/0031-9155\/43\/8\/013","volume":"43","author":"O.C. Haas","year":"1998","unstructured":"Haas O.C., Burnham K.J., Mills J.: Optimization of beam orientation in radiotherapy using planar geometry. Phys. Med. Biol. 43, 2179\u20132193 (1998)","journal-title":"Phys. Med. Biol."},{"key":"2_CR21","doi-asserted-by":"crossref","first-page":"5679","DOI":"10.1088\/0031-9155\/56\/17\/014","volume":"56","author":"C-H. Lee","year":"2011","unstructured":"Lee C-H., Aleman D.M., Sharpe M.B.: A set cover approach to fast beam orientation optimization in intensity modulated radiation therapy for total marrow irradiation. Phys. Med. Biol. 56, 5679\u20135695 (2011)","journal-title":"Phys. Med. Biol."},{"key":"2_CR22","doi-asserted-by":"crossref","first-page":"165","DOI":"10.1023\/A:1022938707934","volume":"119","author":"E.K. Lee","year":"2003","unstructured":"Lee E.K., Fox T., Crocker I.: Integer programming applied to intensity-modulated radiation therapy treatment planning. Ann. Oper. Res. 119, 165\u2013181 (2003)","journal-title":"Ann. Oper. Res."},{"key":"2_CR23","doi-asserted-by":"crossref","first-page":"3491","DOI":"10.1088\/0031-9155\/50\/15\/002","volume":"50","author":"Y. Li","year":"2005","unstructured":"Li Y., Yao D., Yao J., Chen W.: A particle swarm optimization algorithm for beam angle selection in intensity modulated radiotherapy planning. Phys. Med. Biol. 50, 3491\u20133514 (2005)","journal-title":"Phys. Med. Biol."},{"key":"2_CR24","doi-asserted-by":"crossref","first-page":"1915","DOI":"10.1088\/0031-9155\/49\/10\/007","volume":"49","author":"Y. Li","year":"2004","unstructured":"Li Y., Yao J., Yao D.: Automatic beam angle selection in IMRT planning using genetic algorithm. Phys. Med. Biol. 49, 1915\u20131932 (2004)","journal-title":"Phys. Med. Biol."},{"key":"2_CR25","doi-asserted-by":"crossref","first-page":"609","DOI":"10.1016\/j.ejor.2011.09.038","volume":"217","author":"G.J. Lim","year":"2012","unstructured":"Lim G.J., Cao W.: A two-phase method for selecting IMRT treatment beam angles: Branch-and-Prune and local neighborhood search. Eur. J. Oper. Res. 217, 609\u2013618 (2012)","journal-title":"Eur. J. Oper. Res."},{"key":"2_CR26","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1007\/s00291-007-0096-1","volume":"30","author":"G.J. Lim","year":"2008","unstructured":"Lim G.J., Choi J., Mohan R.: Iterative solution methods for beam angle and fluence map optimization in intensity modulated radiation therapy planning. OR Spect. 30, 289\u2013309 (2008)","journal-title":"OR Spect."},{"key":"2_CR27","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1287\/ijoc.1060.0179","volume":"19","author":"G.J. Lim","year":"2007","unstructured":"Lim G.J., Ferris M.C., Wright S.J., Shepard D.M., Earl M.A.: An optimization framework for conformal radiation treatment planning. INFORMS J. Comput. 19, 366\u2013380 (2007)","journal-title":"INFORMS J. Comput."},{"key":"2_CR28","doi-asserted-by":"crossref","first-page":"561","DOI":"10.1016\/j.ijrobp.2006.01.033","volume":"65","author":"H.H. Liu","year":"2006","unstructured":"Liu H.H., Jauregui M., Zhang X., Wang X., Dongand L., Mohan R.: Beam angle optimization and reduction for intensity-modulated radiation therapy of non-small-cell lung cancers. Int. J. Radiat. Oncol. Biol. Phys. 65, 561\u2013572 (2006)","journal-title":"Int. J. Radiat. Oncol. Biol. Phys."},{"key":"2_CR29","doi-asserted-by":"crossref","first-page":"1183","DOI":"10.1016\/S0360-3016(97)00344-1","volume":"39","author":"H.M. Lu","year":"1997","unstructured":"Lu H.M., Kooy H.M., Leber Z.H., Ledoux R.J.: Optimized beam planning for linear accelerator-based stereotactic radiosurgery. Int. J. Radiat. Oncol. Biol. Phys. 39, 1183\u20131189 (1997)","journal-title":"Int. J. Radiat. Oncol. Biol. Phys."},{"key":"2_CR30","unstructured":"MATLAB, The MathWorks Inc. http:\/\/www.mathworks.com"},{"key":"2_CR31","doi-asserted-by":"crossref","first-page":"2999","DOI":"10.1088\/0031-9155\/48\/18\/304","volume":"48","author":"G. Meedt","year":"2003","unstructured":"Meedt G., Alber M., N\u00fcsslin F.: Non-coplanar beam direction optimization for intensity-modulated radiotherapy. Phys. Med. Biol. 48, 2999\u20133019 (2003)","journal-title":"Phys. Med. Biol."},{"key":"2_CR32","doi-asserted-by":"crossref","first-page":"522","DOI":"10.1016\/j.ejor.2010.02.019","volume":"205","author":"V.V. Mi\u0161i\u0107","year":"2010","unstructured":"Mi\u0161i\u0107 V.V., Aleman D.M., Sharpe M.B.: Neighborhood search approaches to non-coplanar beam orientation optimization for total marrow irradiation using IMRT. Eur. J. Oper. Res. 205, 522\u2013527 (2010)","journal-title":"Eur. J. Oper. Res."},{"key":"2_CR33","doi-asserted-by":"crossref","first-page":"172","DOI":"10.1137\/080724083","volume":"20","author":"J. Mor\u00e9","year":"2009","unstructured":"Mor\u00e9 J., Wild S.: Benchmarking derivative-free optimization algorithms. SIAM J. Optim. 20, 172\u2013191 (2009)","journal-title":"SIAM J. Optim."},{"key":"2_CR34","doi-asserted-by":"crossref","first-page":"308","DOI":"10.1093\/comjnl\/7.4.308","volume":"7","author":"J.A. Nelder","year":"1965","unstructured":"Nelder J.A., Mead R.: A simplex method for function minimization. Comput. J. 7, 308\u2013313 (1965)","journal-title":"Comput. J."},{"key":"2_CR35","first-page":"1","volume":"3","author":"M. Powell","year":"2002","unstructured":"Powell M.: Radial basis function methods for interpolation to functions of many variables. HERMIS Int. J. Comput. Maths Appl. 3, 1\u201323 (2002)","journal-title":"HERMIS Int. J. Comput. Maths Appl."},{"key":"2_CR36","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1007\/s10479-006-0080-1","volume":"148","author":"F. Preciado-Walters","year":"2006","unstructured":"Preciado-Walters F., Langer M.P., Rardin R.L., Thai V.: Column generation for IMRT cancer therapy optimization with implementable segments. Ann. Oper. Res. 148, 65\u201379 (2006)","journal-title":"Ann. Oper. Res."},{"key":"2_CR37","doi-asserted-by":"crossref","first-page":"1361","DOI":"10.1016\/S0360-3016(01)01736-9","volume":"51","author":"A. Pugachev","year":"2001","unstructured":"Pugachev A., Xing L.: Pseudo beam\u2019s-eye-view as applied to beam orientation selection in intensity-modulated radiation therapy. Int. J. Radiat. Oncol. Biol. Phys. 51, 1361\u20131370 (2001)","journal-title":"Int. J. Radiat. Oncol. Biol. Phys."},{"key":"2_CR38","doi-asserted-by":"crossref","first-page":"2467","DOI":"10.1088\/0031-9155\/46\/9\/315","volume":"46","author":"A. Pugachev","year":"2001","unstructured":"Pugachev A., Xing L.: Computer-assisted selection of coplanar beam orientations in intensity-modulated radiation therapy. Phys. Med. Biol. 46, 2467\u20132476 (2001)","journal-title":"Phys. Med. Biol."},{"key":"2_CR39","doi-asserted-by":"crossref","first-page":"1573","DOI":"10.1016\/j.apm.2008.02.008","volume":"33","author":"H. Rocha","year":"2009","unstructured":"Rocha H.: On the selection of the most adequate radial basis function. Appl. Math. Model. 33, 1573\u20131583 (2009)","journal-title":"Appl. Math. Model."},{"key":"2_CR40","unstructured":"Rocha, H., Dias, J.M., Ferreira, B.C., Lopes, M.C.: Beam angle optimization using pattern search methods: initial mesh-size considerations. In: Proceedings of the 1st International Conference on Operations Research and Enterprise Systems (2012)"},{"key":"2_CR41","doi-asserted-by":"crossref","first-page":"1925","DOI":"10.2514\/1.21934","volume":"43","author":"H. Rocha","year":"2006","unstructured":"Rocha H., Li W., Hahn A.: Principal component regression for fitting wing weight data of subsonic transports. J. Aircraft 43, 1925\u20131936 (2006)","journal-title":"J. Aircraft"},{"key":"2_CR42","doi-asserted-by":"crossref","first-page":"838","DOI":"10.1137\/040606612","volume":"15","author":"H.E. Romeijn","year":"2005","unstructured":"Romeijn H.E., Ahuja R.K., Dempsey J.F., Kumar A.: A column generation approach to radiation therapy treatment planning using aperture modulation. SIAM J. Optim. 15, 838\u2013862 (2005)","journal-title":"SIAM J. Optim."},{"key":"2_CR43","doi-asserted-by":"crossref","first-page":"3521","DOI":"10.1088\/0031-9155\/48\/21\/005","volume":"48","author":"H.E. Romeijn","year":"2003","unstructured":"Romeijn H.E., Ahuja R.K., Dempsey J.F., Kumar A., Li J.: A novel linear programming approach to fluence map optimization for intensity modulated radiation therapy treatment planing. Phys. Med. Biol. 48, 3521\u20133542 (2003)","journal-title":"Phys. Med. Biol."},{"key":"2_CR44","doi-asserted-by":"crossref","first-page":"1991","DOI":"10.1088\/0031-9155\/49\/10\/011","volume":"49","author":"H.E. Romeijn","year":"2004","unstructured":"Romeijn H.E., Dempsey J.F., Li J.: A unifying framework for multi-criteria fluence map optimization models. Phys. Med. Biol. 49, 1991\u20132013 (2004)","journal-title":"Phys. Med. Biol."},{"key":"2_CR45","doi-asserted-by":"crossref","first-page":"1171","DOI":"10.1118\/1.598308","volume":"25","author":"C.G. Rowbottom","year":"1998","unstructured":"Rowbottom C.G., Webb S., Oldham M.: Improvements in prostate radiotherapy from the customization of beam directions. Med. Phys. 25, 1171\u20131179 (1998)","journal-title":"Med. Phys."},{"key":"2_CR46","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1017\/CBO9780511569616.002","volume-title":"Characterization and Construction of Radial Basis Functions. Multivariate Approximation and Applications","author":"R. Schaback","year":"2001","unstructured":"Schaback R., Wendland H.: Characterization and Construction of Radial Basis Functions. Multivariate Approximation and Applications, pp. 1\u201324. Cambridge University Press, Cambridge (2001)"},{"key":"2_CR47","doi-asserted-by":"crossref","first-page":"747","DOI":"10.1088\/0031-9155\/49\/5\/007","volume":"49","author":"E. Schreibmann","year":"2004","unstructured":"Schreibmann E., Lahanas M., Xing L., Baltas D.: Multiobjective evolutionary optimization of the number of beams, their orientations and weights for intensity-modulated radiation therapy. Phys. Med. Biol. 49, 747\u2013770 (2004)","journal-title":"Phys. Med. Biol."},{"key":"2_CR48","doi-asserted-by":"crossref","first-page":"1201","DOI":"10.1118\/1.596971","volume":"20","author":"S. Soderstrom","year":"1993","unstructured":"Soderstrom S., Brahme A.:: Optimization of the dose delivery in a few field techniques using radiobiological objective functions. Med. Phys. 20, 1201\u20131210 (1993)","journal-title":"Med. Phys."},{"key":"2_CR49","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1118\/1.598202","volume":"25","author":"S. Spirou","year":"1998","unstructured":"Spirou S., Chui C.S.: A gradient inverse planning algorithm with dose-volume constraints. Med. Phys. 25, 321\u2013333 (1998)","journal-title":"Med. Phys."},{"key":"2_CR50","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1118\/1.597923","volume":"24","author":"J. Stein","year":"1997","unstructured":"Stein J., Mohan R., Wang X.H., Bortfeld T., Wu Q., Preiser K., Ling C.C., Schlegel W.: Number and orientation of beams in intensity-modulated radiation treatments. Med. Phys. 24, 149\u2013160 (1997)","journal-title":"Med. Phys."},{"key":"2_CR51","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1111\/j.2517-6161.1974.tb00994.x","volume":"36","author":"M. Stone","year":"1974","unstructured":"Stone M.: Cross-validatory choice and assessment of statistical predictions. J. R. Stat. Soc. 36, 111\u2013147 (1974)","journal-title":"J. R. Stat. Soc."},{"key":"2_CR52","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1137\/S1052623493250780","volume":"7","author":"V. Torczon","year":"1997","unstructured":"Torczon V.: On the convergence of pattern search algorithms. SIAM J. Optim. 7, 1\u201325 (1997)","journal-title":"SIAM J. Optim."},{"key":"2_CR53","unstructured":"Tu, J.: Cross-validated multivariate metamodeling methods for physics-based computer simulations. In: Proceedings of the IMAC-XXI (2003)"},{"key":"2_CR54","doi-asserted-by":"crossref","unstructured":"Tu, J., Jones, D.R.: Variable screening in metamodel design by cross-validated moving least squares method. In: Proceedings of the 44th AIAA (2003)","DOI":"10.2514\/6.2003-1669"},{"key":"2_CR55","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1007\/s10898-007-9133-5","volume":"39","author":"A.I.F. Vaz","year":"2007","unstructured":"Vaz A.I.F., Vicente L.N.: A particle swarm pattern search method for bound constrained global optimization. J. Global Optim. 39, 197\u2013219 (2007)","journal-title":"J. Global Optim."}],"container-title":["Journal of Global Optimization"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10898-012-0002-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10898-012-0002-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10898-012-0002-5","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,30]],"date-time":"2024-04-30T21:05:56Z","timestamp":1714511156000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10898-012-0002-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,10,30]]},"references-count":55,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2013,12]]}},"alternative-id":["2"],"URL":"https:\/\/doi.org\/10.1007\/s10898-012-0002-5","relation":{},"ISSN":["0925-5001","1573-2916"],"issn-type":[{"value":"0925-5001","type":"print"},{"value":"1573-2916","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,10,30]]}}}