{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,3]],"date-time":"2026-04-03T22:20:13Z","timestamp":1775254813827,"version":"3.50.1"},"reference-count":15,"publisher":"World Scientific Pub Co Pte Ltd","issue":"02","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Vietnam J. Comp. Sci."],"published-print":{"date-parts":[[2022,5]]},"abstract":"<jats:p> Whether for optimizing the speed of microprocessors or for sequence analysis in molecular biology\u00a0\u2014 evolutionary algorithms are used in astoundingly many fields. Also, the art was influenced by evolutionary algorithms\u00a0\u2014 with principles of natural evolution works of art that can be created or imitated, whereby initially generated art is put through an iterated process of selection and modification. This paper covers an application in which given images are emulated evolutionary using a finite number of semi-transparent overlapping polygons, which also became known under the name \u201cEvolution of Mona Lisa\u201d. In this context, different approaches to solve the problem are tested and presented here. In particular, we want to investigate whether Hill Climbing Algorithm in combination with Delaunay Triangulation and Canny Edge Detector that extracts the initial population directly from the original image performs better than the conventional Hill Climbing and Genetic Algorithm, where the initial population is generated randomly. <\/jats:p>","DOI":"10.1142\/s2196888822500075","type":"journal-article","created":{"date-parts":[[2021,11,18]],"date-time":"2021-11-18T09:08:50Z","timestamp":1637226530000},"page":"203-215","source":"Crossref","is-referenced-by-count":4,"title":["Digital Image Evolution of Artwork Without Human Evaluation Using the Example of the Evolving Mona Lisa Problem"],"prefix":"10.1142","volume":"09","author":[{"given":"Julia","family":"Garbaruk","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main 60318, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Doina","family":"Logofatu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Frankfurt University of Applied Sciences, Frankfurt am Main 60318, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Costin","family":"Badica","sequence":"additional","affiliation":[{"name":"Department of Computer Sciences and Information Technology, University of Craiova, Craiova 200285, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florin","family":"Leon","sequence":"additional","affiliation":[{"name":"Faculty of Automatic Control and Computer Engineering, Gheorghe Asachi Technical University of Iasi, Iasi 700050, Romania"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2021,11,17]]},"reference":[{"key":"S2196888822500075BIB002","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-98446-9_47"},{"issue":"4","key":"S2196888822500075BIB004","first-page":"1342","volume":"2","author":"Hole K. 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