{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,11]],"date-time":"2025-09-11T19:10:22Z","timestamp":1757617822933,"version":"3.44.0"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer Nature Switzerland","isbn-type":[{"type":"print","value":"9783031873447"},{"type":"electronic","value":"9783031873454"}],"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\/978-3-031-87345-4_1","type":"book-chapter","created":{"date-parts":[[2025,4,28]],"date-time":"2025-04-28T00:34:09Z","timestamp":1745800449000},"page":"3-12","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Sim-Learnheuristics: A Tool for\u00a0Decision Making Under Stochastic and\u00a0Dynamic Conditions"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1392-1776","authenticated-orcid":false,"given":"Angel A.","family":"Juan","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6118-0389","authenticated-orcid":false,"given":"Majsa","family":"Ammouriova","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0002-7295-2919","authenticated-orcid":false,"given":"Veronika","family":"Tsertsvadze","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0009-0000-5357-7063","authenticated-orcid":false,"given":"Celia","family":"Osorio","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2025,4,29]]},"reference":[{"key":"1_CR1","doi-asserted-by":"crossref","unstructured":"Calvet, L., Armas, J.d., Masip, D., Juan, A.A.: Learnheuristics: hybridizing metaheuristics with machine learning for optimization with dynamic inputs. Open Math. 15(1), 261\u2013280 (2017)","DOI":"10.1515\/math-2017-0029"},{"issue":"2","key":"1_CR2","first-page":"311","volume":"44","author":"M Chica","year":"2020","unstructured":"Chica, M., Juan, A.A., Bayliss, C., Cord\u00f3n, O., Kelton, W.D.: Why simheuristics? benefits, limitations, and best practices when combining metaheuristics with simulation. SORT-Stat. Oper. Res. Trans. 44(2), 311\u2013334 (2020)","journal-title":"SORT-Stat. Oper. Res. Trans."},{"key":"1_CR3","volume":"7","author":"CG Corlu","year":"2020","unstructured":"Corlu, C.G., Akcay, A., Xie, W.: Stochastic simulation under input uncertainty: a review. Oper. Res. Perspect. 7, 100162 (2020)","journal-title":"Oper. Res. Perspect."},{"issue":"9","key":"1_CR4","doi-asserted-by":"publisher","first-page":"24247","DOI":"10.3934\/math.20241180","volume":"9","author":"E Ghorbani","year":"2024","unstructured":"Ghorbani, E., Gomez, J.F., Panadero, J., Juan, A.A.: A sim-learnheuristic algorithm for solving a capacitated dispersion problem under stochastic and non-static conditions. AIMS Math. 9(9), 24247\u201324270 (2024)","journal-title":"AIMS Math."},{"key":"1_CR5","unstructured":"Javaid, H.A.: Ai-driven predictive analytics in finance: transforming risk assessment and decision-making. Adv. Comput. Sci. 7(1) (2024)"},{"issue":"2","key":"1_CR6","doi-asserted-by":"publisher","first-page":"831","DOI":"10.1007\/s10479-021-04142-9","volume":"320","author":"AA Juan","year":"2023","unstructured":"Juan, A.A., et al.: A review of the role of heuristics in stochastic optimisation: from metaheuristics to learnheuristics. Ann. Oper. Res. 320(2), 831\u2013861 (2023)","journal-title":"Ann. Oper. Res."},{"key":"1_CR7","unstructured":"Mart\u00ed, R., Sevaux, M., S\u00f6rensen, K.: 50 years of metaheuristics. Eur. J. Oper. Res. (2024)"},{"key":"1_CR8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-86194-0","volume-title":"Foundations and Methods of Stochastic Simulation","author":"B Nelson","year":"2021","unstructured":"Nelson, B.: Foundations and Methods of Stochastic Simulation. Springer, Heidelberg (2021)"},{"issue":"3","key":"1_CR9","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1080\/01605682.2019.1700186","volume":"72","author":"M Ordu","year":"2021","unstructured":"Ordu, M., Demir, E., Tofallis, C., Gunal, M.M.: A novel healthcare resource allocation decision support tool: a forecasting-simulation-optimization approach. J. Oper. Res. Soc. 72(3), 485\u2013500 (2021)","journal-title":"J. Oper. Res. Soc."},{"key":"1_CR10","doi-asserted-by":"publisher","first-page":"353","DOI":"10.1007\/s10732-018-9367-z","volume":"26","author":"J Panadero","year":"2020","unstructured":"Panadero, J., Doering, J., Kizys, R., Juan, A.A., Fito, A.: A variable neighborhood search simheuristic for project portfolio selection under uncertainty. J. Heurist. 26, 353\u2013375 (2020)","journal-title":"J. Heurist."},{"issue":"5","key":"1_CR11","doi-asserted-by":"publisher","first-page":"200","DOI":"10.3390\/a17050200","volume":"17","author":"M Peyman","year":"2024","unstructured":"Peyman, M., Martin, X.A., Panadero, J., Juan, A.A.: A sim-learnheuristic for the team orienteering problem: applications to unmanned aerial vehicles. Algorithms 17(5), 200 (2024)","journal-title":"Algorithms"},{"key":"1_CR12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2021.107604","volume":"160","author":"B Rios","year":"2021","unstructured":"Rios, B., Xavier, E.C., Miyazawa, F.K., Amorim, P., Curcio, E., Santos, M.J.: Recent dynamic vehicle routing problems: a survey. Comput. Ind. Eng. 160, 107604 (2021)","journal-title":"Comput. Ind. Eng."},{"key":"1_CR13","doi-asserted-by":"crossref","unstructured":"Schumacher, C., Buchholz, P., Fiedler, K., Gorecki, N.: Local search and tabu search algorithms for machine scheduling of a hybrid flow shop under uncertainty. In: 2020 Winter Simulation Conference (WSC), pp. 1456\u20131467 (2020)","DOI":"10.1109\/WSC48552.2020.9383964"},{"key":"1_CR14","doi-asserted-by":"publisher","first-page":"1543","DOI":"10.1016\/j.renene.2019.07.081","volume":"145","author":"A Zakaria","year":"2020","unstructured":"Zakaria, A., Ismail, F.B., Lipu, M.H., Hannan, M.A.: Uncertainty models for stochastic optimization in renewable energy applications. Renew. Energy 145, 1543\u20131571 (2020)","journal-title":"Renew. Energy"}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Simulation Tools and Techniques"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-87345-4_1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,6]],"date-time":"2025-09-06T12:05:45Z","timestamp":1757160345000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-87345-4_1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"ISBN":["9783031873447","9783031873454"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-87345-4_1","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"type":"print","value":"1867-8211"},{"type":"electronic","value":"1867-822X"}],"subject":[],"published":{"date-parts":[[2025]]},"assertion":[{"value":"29 April 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"SIMUtools","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Simulation Tools and Techniques","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Bratislava","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Slovakia","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":"9 December 2024","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10 December 2024","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"simutools2024","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/simutools.eai-conferences.org\/2024\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}