{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T21:10:05Z","timestamp":1746393005099,"version":"3.40.4"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2014,9,27]],"date-time":"2014-09-27T00:00:00Z","timestamp":1411776000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Grid Computing"],"published-print":{"date-parts":[[2015,9]]},"DOI":"10.1007\/s10723-014-9313-8","type":"journal-article","created":{"date-parts":[[2014,9,26]],"date-time":"2014-09-26T06:38:51Z","timestamp":1411713531000},"page":"409-423","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering"],"prefix":"10.1007","volume":"13","author":[{"given":"Patricia","family":"Arroba","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 L.","family":"Risco-Mart\u00edn","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marina","family":"Zapater","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 M.","family":"Moya","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jos\u00e9 L.","family":"Ayala","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,9,27]]},"reference":[{"key":"9313_CR1","unstructured":"Adiga, N., et al.: An overview of the BlueGene\/L Supercomputer Supercomputing, ACM\/IEEE 2002 Conference, pp. 60\u201360 (2002)"},{"key":"9313_CR2","unstructured":"Arroba, P., Risco-Mart\u00edn, J.L., Zapater, M., Moya, J.M., Ayala, J.L., Olcoz, K.: Proceedings of the 5th International Conference in Sustainability in Energy and Buildings (SEB\u2019 14) 2014. Accepted, to appear in (2014)"},{"issue":"1","key":"9313_CR3","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1109\/4235.585888","volume":"1","author":"T Back","year":"1997","unstructured":"Back, T., Hammel, U., Schwefel, H.P.: Evolutionary computation: comments on the history and current state. Evol. Comput., IEEE Trans. on 1(1), 3\u201317 (1997). doi: 10.1109\/4235.585888","journal-title":"Evol. Comput., IEEE Trans. on"},{"key":"9313_CR4","unstructured":"Bar-Yam, Y.: Dynamics of Complex Systems. Addison-Wesley stydies in nonlinearity. Westview Press (1997)"},{"issue":"7","key":"9313_CR5","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1093\/comjnl\/bxp080","volume":"53","author":"A Berl","year":"2010","unstructured":"Berl, A., Gelenbe, E., Di Girolamo, M., Giuliani, G., De Meer, H., Dang, M.Q., Pentikousis, K.: Energy-efficient cloud computing. Comput. J. 53(7), 1045\u20131051 (2010)","journal-title":"Comput. J."},{"issue":"2","key":"9313_CR6","doi-asserted-by":"crossref","first-page":"239","DOI":"10.1007\/s11047-008-9098-4","volume":"8","author":"L Bianchi","year":"2009","unstructured":"Bianchi, L., Dorigo, M., Gambardella, L.M., Gutjahr, W.J.: A survey on metaheuristics for stochastic combinatorial optimization. Natural Comput. An Int. J. 8(2), 239\u2013287 (2009). doi: 10.1007\/s11047-008-9098-4","journal-title":"Natural Comput. An Int. J."},{"issue":"3","key":"9313_CR7","doi-asserted-by":"crossref","first-page":"268","DOI":"10.1145\/937503.937505","volume":"35","author":"C Blum","year":"2003","unstructured":"Blum, C., Roli, A.: Metaheuristics in combinatorial optimization: Overview and conceptual comparison. ACM Comput. Surv. 35 (3), 268\u2013308 (2003). doi: 10.1145\/937503.937505","journal-title":"ACM Comput. Surv."},{"key":"9313_CR8","doi-asserted-by":"crossref","unstructured":"Boccara, N.: Modeling Complex Systems. Graduate Texts in Physics. Springer (2010)","DOI":"10.1007\/978-1-4419-6562-2"},{"key":"9313_CR9","unstructured":"Bohra, A., Chaudhary, V.: IPDPSW, pp. 1\u20138 (2010)"},{"issue":"39","key":"9313_CR10","first-page":"1","volume":"29","author":"J Brandon","year":"2007","unstructured":"Brandon, J.: Going green in the data center: Practical steps for your sme to become more environmentally friendly. Processor 29(39), 1\u201330 (2007)","journal-title":"Processor"},{"key":"9313_CR11","unstructured":"Buyya, R., et al.: PDPTA, p. 2010, Las Vegas (2010)"},{"key":"9313_CR12","unstructured":"Chen, Q., et al.: DASC, pp. 768\u2013775 (2011)"},{"key":"9313_CR13","doi-asserted-by":"crossref","unstructured":"Contreras, G., Martonosi, M.: ISLPED, pp. 221\u2013226, New York (2005)","DOI":"10.1109\/LPE.2005.195518"},{"issue":"1","key":"9313_CR14","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1145\/2318857.2254778","volume":"40","author":"N El-Sayed","year":"2012","unstructured":"El-Sayed, N., Stefanovici, I.A., Amvrosiadis, G., Hwang, A.A., Schroeder, B.: Temperature management in data centers: why some (might) like it hot. SIGMETRICS Perform. Eval. Rev. 40(1), 163\u2013174 (2012)","journal-title":"Eval. Rev."},{"key":"9313_CR15","doi-asserted-by":"crossref","unstructured":"Ge, R., et al.: Performance-constrained distributed dvs scheduling for scientific applications on power-aware clusters In: Supercomputing Conference, SC \u201905, pp. 34\u201334. IEEE Computer Society, Washington, DC (2005)","DOI":"10.1109\/SC.2005.57"},{"key":"9313_CR16","unstructured":"Goldberg, D.E.: Genetic algorithms in search, optimization, and machine learning. Addison-Wesley Professional (1989)"},{"key":"9313_CR17","unstructured":"Google Data Centers: Efficiency: How we do it. Temperature control (2014). http:\/\/www.google.com\/intl\/en_ALL\/about\/datacenters\/efficiency\/internal\/temperature"},{"issue":"1","key":"9313_CR18","doi-asserted-by":"crossref","first-page":"65","DOI":"10.1007\/s10710-012-9171-8","volume":"14","author":"E Hemberg","year":"2013","unstructured":"Hemberg, E., Ho, L., O\u2019Neill, M., Claussen, H.: A comparison of grammatical genetic programming grammars for controlling femtocell network coverage. Gen. Prog. Evol. Mach. 14(1), 65\u201393 (2013). doi: 10.1007\/s10710-012-9171-8","journal-title":"Gen. Prog. Evol. Mach."},{"issue":"4","key":"9313_CR19","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1186736.1186737","volume":"34","author":"JL Henning","year":"2006","unstructured":"Henning, J.L.: Spec cpu2006 benchmark descriptions. SIGARCH Comput. Archit. News 34(4), 1\u201317 (2006). doi: 10.1145\/1186736.1186737","journal-title":"SIGARCH Comput. Archit. News"},{"key":"9313_CR20","unstructured":"Hsu, C.H., Feng, W.C.: Supercomputing Conference, pp. 1\u20131 (2005)"},{"key":"9313_CR21","unstructured":"Kaplan, J., Forrest, W., Kindler, N.: Revolutionizing data center energy efficiency. Tech. Rep. July. McKinsey & Company (2008)"},{"key":"9313_CR22","unstructured":"Lewis, A., et al.: HotPower, pp. 4\u20134, Berkeley (2008)"},{"key":"9313_CR23","unstructured":"Markoff, J., Lohr, S.: Intel\u2019s huge bet turns iffy. New York Times Technology Section (2002)"},{"key":"9313_CR24","doi-asserted-by":"crossref","unstructured":"Meisner, D., et al.: ISLPED, pp. 319\u2013324, New York (2010)","DOI":"10.1145\/1840845.1840911"},{"key":"9313_CR25","unstructured":"Miller, R.: Google: Raise your data center temperature (2008). http:\/\/www.datacenterknowledge.com\/archives\/2008\/10\/14\/google-raise-your-data-center-temperature\/"},{"issue":"4","key":"9313_CR26","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1109\/4235.942529","volume":"5","author":"M O\u2019Neill","year":"2001","unstructured":"O\u2019Neill, M., Ryan, C.: Grammatical evolution. Evolutionary Computation, IEEE Transactions on 5(4), 349\u2013358 (2001). doi: 10.1109\/4235.942529","journal-title":"Evolutionary Computation, IEEE Transactions on"},{"key":"9313_CR27","unstructured":"Niles, P., Donovan, P.: Virtualization and Cloud Computing: Optimized Power, Cooling, and Management Maximizes Benefits. White paper 118, Revision. Tech. rep., vol. 3. Schneider Electric (2011)"},{"key":"9313_CR28","unstructured":"Pelley, S., et al.: WEED (2009)"},{"key":"9313_CR29","doi-asserted-by":"crossref","unstructured":"Ryan, C., Collins, J., Neill, M.: Grammatical evolution: Evolving programs for an arbitrary language. In: Banzhaf, W., Poli, R., Schoenauer, M., Fogarty, T. (eds.) Genetic Programming, Lecture Notes in Computer Science, vol. 1391, pp. 83\u201396. Springer Berlin Heidelberg (1998), doi: 10.1007\/BFb0055930","DOI":"10.1007\/BFb0055930"},{"key":"9313_CR30","unstructured":"Scheihing, P.: Data center facilities and engineering conference, Washington DC (2007)"},{"key":"9313_CR31","doi-asserted-by":"crossref","unstructured":"Tibshirani, R.: Regression shrinkage and selection via the lasso. J. R. Stat. Soc. Series B (Methodological) 58(1), 267\u2013288 (1996)","DOI":"10.1111\/j.2517-6161.1996.tb02080.x"},{"issue":"1","key":"9313_CR32","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/S0164-1212(99)00062-X","volume":"49","author":"CR Turner","year":"1999","unstructured":"Turner, C.R., Fuggetta, A., Lavazza, L., Wolf, A.L.: A conceptual basis for feature engineering. J. Syst. Software 49(1), 3\u201315 (1999). doi: 10.1016\/S0164-1212(99)00062-X","journal-title":"J. Syst. Software"},{"issue":"2","key":"9313_CR33","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1109\/TEVC.2008.926486","volume":"13","author":"E Vladislavleva","year":"2009","unstructured":"Vladislavleva, E., Smits, G., den Hertog, D.: Order of nonlinearity as a complexity measure for models generated by symbolic regression via pareto genetic programming. Evol. Comput., IEEE Trans. on 13(2), 333\u2013349 (2009). doi: 10.1109\/TEVC.2008.926486","journal-title":"Evol. Comput., IEEE Trans. on"},{"key":"9313_CR34","doi-asserted-by":"crossref","unstructured":"Warkozek, G., et al.: ICIT, pp. 211\u2013216 (2012)","DOI":"10.1109\/ICIT.2012.6209940"},{"key":"9313_CR35","doi-asserted-by":"crossref","unstructured":"Warren, M., et al.: Supercomputing Conference, pp. 61\u201361 (2002)","DOI":"10.1007\/978-1-4615-1071-0_4"}],"container-title":["Journal of Grid Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-014-9313-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10723-014-9313-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10723-014-9313-8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,4]],"date-time":"2025-05-04T20:49:55Z","timestamp":1746391795000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10723-014-9313-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,9,27]]},"references-count":35,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2015,9]]}},"alternative-id":["9313"],"URL":"https:\/\/doi.org\/10.1007\/s10723-014-9313-8","relation":{},"ISSN":["1570-7873","1572-9184"],"issn-type":[{"type":"print","value":"1570-7873"},{"type":"electronic","value":"1572-9184"}],"subject":[],"published":{"date-parts":[[2014,9,27]]}}}