{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,21]],"date-time":"2026-06-21T13:00:33Z","timestamp":1782046833483,"version":"3.54.5"},"reference-count":0,"publisher":"University of Zielona G\u00f3ra, Poland","issue":"3","license":[{"start":{"date-parts":[[2015,9,1]],"date-time":"2015-09-01T00:00:00Z","timestamp":1441065600000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,9,1]]},"abstract":"<jats:title>Abstract<\/jats:title>\n               <jats:p> The paper discusses the complex, agent-oriented hierarchic memetic strategy (HMS) dedicated to solving inverse parametric problems. The strategy goes beyond the idea of two-phase global optimization algorithms. The global search performed by a tree of dependent demes is dynamically alternated with local, steepest descent searches. The strategy offers exceptionally low computational costs, mainly because the direct solver accuracy (performed by the hp-adaptive finite element method) is dynamically adjusted for each inverse search step. The computational cost is further decreased by the strategy employed for solution inter-processing and fitness deterioration. The HMS efficiency is compared with the results of a standard evolutionary technique, as well as with the multi-start strategy on benchmarks that exhibit typical inverse problems\u2019 difficulties. Finally, an HMS application to a real-life engineering problem leading to the identification of oil deposits by inverting magnetotelluric measurements is presented. The HMS applicability to the inversion of magnetotelluric data is also mathematically verified.<\/jats:p>","DOI":"10.1515\/amcs-2015-0036","type":"journal-article","created":{"date-parts":[[2015,10,1]],"date-time":"2015-10-01T15:34:32Z","timestamp":1443713672000},"page":"483-498","source":"Crossref","is-referenced-by-count":18,"title":["An agent-oriented hierarchic strategy for solving inverse problems"],"prefix":"10.61822","volume":"25","author":[{"given":"Maciej","family":"Smo\u0142ka","sequence":"first","affiliation":[{"name":"Department of Computer Science AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Robert","family":"Schaefer","sequence":"additional","affiliation":[{"name":"Department of Computer Science AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maciej","family":"Paszy\u0144ski","sequence":"additional","affiliation":[{"name":"Department of Computer Science AGH University of Science and Technology, Al. Mickiewicza 30, 30-059 Krak\u00f3w, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David","family":"Pardo","sequence":"additional","affiliation":[{"name":"Department of Applied Mathematics, Statistics, and Operational Research University of the Basque Country (UPV\/EHU), Barrio Sarriena S\/N, 48940 Leioa (Bizkaia), Spain"},{"name":"Basque Center for Applied Mathematics (BCAM), Alameda de Mazarredo 14, 48009 Bilbao, Spain"},{"name":"Ikerbasque (Basque Foundation for Sciences), Maria Diaz de Haro 3, 48013 Bilbao, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Julen","family":"\u00c1lvarez-Aramberri","sequence":"additional","affiliation":[{"name":"Department of Applied Mathematics, Statistics, and Operational Research University of the Basque Country (UPV\/EHU), Barrio Sarriena S\/N, 48940 Leioa (Bizkaia), Spain"},{"name":"Basque Center for Applied Mathematics (BCAM), Alameda de Mazarredo 14, 48009 Bilbao, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"37438","published-online":{"date-parts":[[2015,9,30]]},"container-title":["International Journal of Applied Mathematics and Computer Science"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/content.sciendo.com\/view\/journals\/amcs\/25\/3\/article-p483.xml","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.sciendo.com\/article\/10.1515\/amcs-2015-0036","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,15]],"date-time":"2024-05-15T22:56:15Z","timestamp":1715813775000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.sciendo.com\/article\/10.1515\/amcs-2015-0036"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9,1]]},"references-count":0,"journal-issue":{"issue":"3","published-online":{"date-parts":[[2015,9,30]]},"published-print":{"date-parts":[[2015,9,1]]}},"alternative-id":["10.1515\/amcs-2015-0036"],"URL":"https:\/\/doi.org\/10.1515\/amcs-2015-0036","relation":{},"ISSN":["2083-8492"],"issn-type":[{"value":"2083-8492","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,9,1]]}}}