{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T18:44:41Z","timestamp":1754160281447,"version":"3.41.2"},"publisher-location":"Cham","reference-count":11,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031789243"},{"type":"electronic","value":"9783031789250"}],"license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"DOI":"10.1007\/978-3-031-78925-0_30","type":"book-chapter","created":{"date-parts":[[2025,7,26]],"date-time":"2025-07-26T08:07:27Z","timestamp":1753517247000},"page":"307-316","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Performance Evaluation of\u00a0Metaheuristics Using TensorFlow Parallelism on\u00a0GPU"],"prefix":"10.1007","author":[{"given":"Gustavo Gusm\u00e3o","family":"Rocha","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"F\u00e1bio M. F.","family":"Lobato","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Omar Andres","family":"Carmona Cortes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,7,27]]},"reference":[{"key":"30_CR1","unstructured":"Top 500 - June 2023 report. https:\/\/www.top500.org\/lists\/top500\/2023\/06\/. Accessed 11 Nov 2023"},{"key":"30_CR2","unstructured":"Abadi, M., et al.: TensorFlow: large-scale machine learning on heterogeneous systems (2015). http:\/\/tensorflow.org\/, \u201cSoftware available from tensorflow.org\u201d"},{"key":"30_CR3","doi-asserted-by":"publisher","unstructured":"Brodtkorb, A.R., Hagen, T.R., S\u00e6tra, M.L.: Graphics processing unit (GPU) programming strategies and trends in GPU computing. J. Parall. Distrib. Comput. 73(1), 4\u201313 (2013). https:\/\/doi.org\/10.1016\/j.jpdc.2012.04.003, metaheuristics on GPUs","DOI":"10.1016\/j.jpdc.2012.04.003"},{"key":"30_CR4","doi-asserted-by":"publisher","unstructured":"Charilogis, V., Tsoulos, I.G.: A parallel implementation of the differential evolution method. Analytics 2(1), 17\u201330 (2023). https:\/\/doi.org\/10.3390\/analytics2010002","DOI":"10.3390\/analytics2010002"},{"key":"30_CR5","doi-asserted-by":"crossref","unstructured":"Fabris, F., Krohling, R.A.: A co-evolutionary differential evolution algorithm for solving min-max optimization problems implemented on GPU using C-CUDA. Expert Syst. Appl. 39(12), 10324\u201310333 (2012)","DOI":"10.1016\/j.eswa.2011.10.015"},{"key":"30_CR6","doi-asserted-by":"publisher","unstructured":"Franco, M.A., Krasnogor, N., Bacardit, J.: Speeding up the evaluation of evolutionary learning systems using GPGPUs. In: Proceedings of the 12th Annual Conference on Genetic and Evolutionary Computation, pp. 1039\u20131046. GECCO \u201910, Association for Computing Machinery, New York, NY, USA (2010). https:\/\/doi.org\/10.1145\/1830483.1830672","DOI":"10.1145\/1830483.1830672"},{"key":"30_CR7","doi-asserted-by":"crossref","unstructured":"Hussain, K., Salleh, M.N.M., Cheng, S., Naseem, R.: Common benchmark functions for metaheuristic evaluation: a review (2017)","DOI":"10.30630\/joiv.1.4-2.65"},{"key":"30_CR8","unstructured":"Mane, S.U., Lokare, P.S., Gaikwad, H.R.: Overview and applications of GPGPU based parallel ant colony optimization (2022)"},{"issue":"5","key":"30_CR9","doi-asserted-by":"publisher","first-page":"879","DOI":"10.1109\/JPROC.2008.917757","volume":"96","author":"JD Owens","year":"2008","unstructured":"Owens, J.D., Houston, M., Luebke, D., Green, S., Stone, J.E., Phillips, J.C.: GPU computing. Proc. IEEE 96(5), 879\u2013899 (2008). https:\/\/doi.org\/10.1109\/JPROC.2008.917757","journal-title":"Proc. IEEE"},{"key":"30_CR10","doi-asserted-by":"publisher","unstructured":"Veronese, L.d.P., Krohling, R.A.: Swarm\u2019s flight: accelerating the particles using C-CUDA. In: IEEE Congress on Evolutionary Computation, pp. 3264\u20133270 (2009). https:\/\/doi.org\/10.1109\/CEC.2009.4983358","DOI":"10.1109\/CEC.2009.4983358"},{"key":"30_CR11","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2023.110499","volume":"144","author":"Y Zhuo","year":"2023","unstructured":"Zhuo, Y., Zhang, T., Du, F., Liu, R.: A parallel particle swarm optimization algorithm based on GPU\/CUDA. Appl. Soft Comput. 144, 110499 (2023). https:\/\/doi.org\/10.1016\/j.asoc.2023.110499","journal-title":"Appl. Soft Comput."}],"container-title":["Lecture Notes in Networks and Systems","Hybrid Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-78925-0_30","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,26]],"date-time":"2025-07-26T08:07:30Z","timestamp":1753517250000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-78925-0_30"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031789243","9783031789250"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-78925-0_30","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"27 July 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"HIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Hybrid Intelligent Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vilnius","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Lithuania","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11 December 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13 December 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"his2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.mirlabs.net\/his23\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}