{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T23:10:47Z","timestamp":1775862647022,"version":"3.50.1"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031880414","type":"print"},{"value":"9783031880421","type":"electronic"}],"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\/978-3-031-88042-1_19","type":"book-chapter","created":{"date-parts":[[2025,5,17]],"date-time":"2025-05-17T14:07:30Z","timestamp":1747490850000},"page":"245-257","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["A Linear Programming Problem in\u00a0Python and\u00a0CPLEX, led by\u00a0Monte Carlo on\u00a0the\u00a0Web"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2062-370X","authenticated-orcid":false,"given":"Miguel","family":"Casquilho","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0007-9671-6255","authenticated-orcid":false,"given":"Pedro","family":"Pacheco","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6738-0672","authenticated-orcid":false,"given":"Rui","family":"Galhano","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5444-5089","authenticated-orcid":false,"given":"Jorge","family":"Buescu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,5,18]]},"reference":[{"key":"19_CR1","doi-asserted-by":"publisher","unstructured":"Dongarra, J.: The top 10 algorithms. Comput. Sci. Eng. 2(1), 22\u201323 (2000). https:\/\/doi.org\/10.1109\/MCISE.2000.814652","DOI":"10.1109\/MCISE.2000.814652"},{"key":"19_CR2","doi-asserted-by":"publisher","unstructured":"Wilkinson, M.D., et al.: Comment: the FAIR guiding principles for scientific data management and stewardship. Sci. Data 3, 160018, 9 p. (2016). https:\/\/doi.org\/10.1038\/sdata.2016.18","DOI":"10.1038\/sdata.2016.18"},{"key":"19_CR3","unstructured":"GitHub. https:\/\/github.com\/. Accessed 11 July 2024"},{"key":"19_CR4","doi-asserted-by":"publisher","unstructured":"Lago, A.S., Dias, J.P., Ferreira, H.: Managing non-trivial internet-of-things systems with conversational assistants: a prototype and a feasibility experiment. J. Comput. Sci. 51, 101324 (12 p). (2021). https:\/\/doi.org\/10.1016\/j.jocs.2021.101324","DOI":"10.1016\/j.jocs.2021.101324"},{"key":"19_CR5","doi-asserted-by":"publisher","unstructured":"Leite, B., Croguennec, T., Halabi, A., Costa Junior, E.: Comparing different methods for estimating kinetic parameters of whey protein heat-induced denaturation in infant milk formulas. J. Food Eng. 292, 110272 (11 p). (2021). https:\/\/doi.org\/10.1016\/j.jfoodeng.2020.110272","DOI":"10.1016\/j.jfoodeng.2020.110272"},{"key":"19_CR6","doi-asserted-by":"publisher","unstructured":"Machacaz, D., et al.: Perfluorinated alcohols at high pressure: experimental liquid density and computer simulations. J. Chem. Eng. Data 68, 14\u201324 (2023). https:\/\/doi.org\/10.1021\/acs.jced.2c00410","DOI":"10.1021\/acs.jced.2c00410"},{"key":"19_CR7","doi-asserted-by":"publisher","unstructured":"Wong, S., Yang, S., Kou, S.: Estimating and assessing differential equation models with time-course data. J. Phys. Chem. B 127, 2361\u20132374 (2023). https:\/\/doi.org\/10.1021\/acs.jpcb.2c08932","DOI":"10.1021\/acs.jpcb.2c08932"},{"key":"19_CR8","doi-asserted-by":"publisher","unstructured":"Bogdos, M., Morandi, B.: EveRplot: a web-based shiny application for creating energy vs reaction coordinate diagrams. J. Chem. Educ. 100, 3641\u20133644 (2023). https:\/\/doi.org\/10.1021\/acs.jchemed.3c00319","DOI":"10.1021\/acs.jchemed.3c00319"},{"key":"19_CR9","unstructured":"MOSAIC: Use of Basic Elements II \u2014 Ordinary Differential Equation System. https:\/\/mosaic-modeling.de\/?page_id=5490. Accessed 11 July 2024"},{"key":"19_CR10","doi-asserted-by":"publisher","unstructured":"Helo, P., Thai, V.V.: Logistics 4.0\u2014digital transformation with smart connected tracking and tracing devices. Int. J. Prod. Econ. 275, 109336 (13 p.) (2024). https:\/\/doi.org\/10.1016\/j.ijpe.2024.109336","DOI":"10.1016\/j.ijpe.2024.109336"},{"key":"19_CR11","unstructured":"Franco, B., Casquilho, M.: A web application for scientific computing: combining several tools and languages to solve a statistical problem. In: CISTI\u20192011, 6.$$^{\\underline{\\text{a}}}$$ Conf. Ib\u00e9rica de Sistemas e Tecnologias de Informa\u00e7\u00e3o (6$$^{th}$$ Iberian Conference on Information Systems and Technologies), Chaves, Vila Real (Portugal) (2011)"},{"key":"19_CR12","unstructured":"Casquilho, M.: Computa\u00e7\u00e3o cient\u00edfica, Internet, Ind\u00fastria\u201d (Scientific computing, Internet, Industry), 1$$^{st}$$ Portuguese Meeting on Mathematics for Industry, FCUP, University of Porto, Porto (Portugal) (2013)"},{"key":"19_CR13","unstructured":"Carolino, E., Casquilho, M., Ros\u00e1rio Ramos, M., Bar\u00e3o, I.: Applied scientific computing over the Web: robust methods in Acceptance Sampling for Weibull variables. In: ISBIS 2016 Meeting on Statistics in Business and Industry, 08\u201310 June, Barcelona (Spain) (2016)"},{"key":"19_CR14","doi-asserted-by":"crossref","unstructured":"Barros, M., Casquilho, M.: Linear programming with CPLEX: an illustrative application over the Internet. In: CISTI\u20192019, Coimbra (Portugal) (2019)","DOI":"10.23919\/CISTI.2019.8760632"},{"key":"19_CR15","unstructured":"Casquilho, M., Paredes, A., Rosa, F.C., Miranda, J.L.: A web-based cooling tower application. In: CISTI\u20192021, 16.$$^{\\underline{\\text{ a }}}$$ Conf. Ib\u00e9rica de Sistemas e Tecnologias de Informa\u00e7\u00e3o (16$$^{th}$$ Iberian Conference on Information Systems and Technologies), Chaves, Vila Real (Portugal) (2021)"},{"key":"19_CR16","unstructured":"Casquilho, M., Pires, A., Rosa, F.C., Miranda, J.L., Bordado, J.: A web-based superabsorbent polymer solver (in simple science). In: CISTI\u20192022, 17.$$^{\\underline{\\text{ a }}}$$ Conf. Ib\u00e9rica de Sistemas y Tecnolog\u00edas de Informaci\u00f3n (17$$^{th}$$ Iberian Conference on Information Systems and Technologies), Madrid (Spain) (2022)"},{"key":"19_CR17","doi-asserted-by":"publisher","unstructured":"Casquilho, M., Buescu, J.: Standard deviation estimation from sums of unequal size samples. Monte Carlo Methods Appl. 28(3), 235\u2013253 (2022). https:\/\/doi.org\/10.1515\/mcma-2022-2118","DOI":"10.1515\/mcma-2022-2118"},{"key":"19_CR18","doi-asserted-by":"crossref","unstructured":"Casquilho, M., Pacheco, P.: Three languages simulate polygons and perform on the web. IN: icSoftComp2023, Charotar University of Science and Technology (CHARUSAT), Canga, Anand (Gujarat, India) (2023)","DOI":"10.1007\/978-3-031-53728-8_18"},{"key":"19_CR19","unstructured":"V.M. Ponce, San Diego State University. http:\/\/ponce.sdsu.edu\/. Accessed 11 July 2024"},{"key":"19_CR20","unstructured":"Python \u2018scipy.optimize\u2019 linprog. https:\/\/docs.scipy.org\/doc\/scipy\/reference\/generated\/scipy.optimize.linprog.html. Accessed 11 July 2024"},{"key":"19_CR21","unstructured":"IBM ILOG CPLEX. https:\/\/www.ibm.com\/products\/ilog-cplex-optimization-studio. Accessed 11 July 2024"},{"key":"19_CR22","unstructured":"Gurobi. https:\/\/www.gurobi.com\/. Accessed 11 July 2024"},{"key":"19_CR23","doi-asserted-by":"crossref","unstructured":"Gearhart, J.L., Adair, K.L., Detry, R.J., Durfee, J.D., Jones, K.A., Martin, N.: Comparison of open-source linear programming solvers. In: Sandia Report SAND2013-8847 (2013). https:\/\/www.osti.gov\/servlets\/purl\/1104761. Accessed 11 July 2024","DOI":"10.2172\/1104761"},{"key":"19_CR24","unstructured":"PuLP. https:\/\/pypi.org\/project\/PuLP\/. Accessed 11 July 2024"},{"key":"19_CR25","unstructured":"Gnuplot. http:\/\/www.gnuplot.info\/. Accessed 11 July 2024"},{"key":"19_CR26","unstructured":"Matplotlib: Visualization with Python. Accessed 11 July 2024"},{"key":"19_CR27","unstructured":"The SciPy community, \u201cUsing Python as glue\u201d. https:\/\/numpy.org\/doc\/stable\/user\/c-info.python-as-glue.html. Accessed 11 July 2024"},{"key":"19_CR28","unstructured":"CIIST. Centro de Inform\u00e1tica do IST\u201d (Informatics Centre of Instituto Superior T\u00e9cnico). https:\/\/ciist.ist.utl.pt\/eng.php. Accessed 11 July 2024"},{"key":"19_CR29","unstructured":"PHP, The PHP Group. https:\/\/www.php.net\/. Accessed 11 July 2024"},{"key":"19_CR30","unstructured":"Casquilho, M.: Linear Programming: random (2024). http:\/\/web.tecnico.ulisboa.pt\/~mcasquilho\/compute\/explore\/LinProg\/P-LinProg.php"},{"key":"19_CR31","unstructured":"Mosek. https:\/\/www.mosek.com\/. Accessed 11 July 2024"}],"container-title":["Communications in Computer and Information Science","Soft Computing and Its Engineering Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-88042-1_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,17]],"date-time":"2025-05-17T14:07:41Z","timestamp":1747490861000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-88042-1_19"}},"subtitle":["A Statistical Exploration"],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031880414","9783031880421"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-88042-1_19","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"18 May 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"icSoftComp","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Soft Computing and its Engineering Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bangkok","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Thailand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2024","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 December 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 December 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icsoftcomp2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.charusat.ac.in\/icSoftComp2024\/index.php","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}