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Besides the selection of best individual or parents for the next generation, interference of human is required to propose a new individual in the search space. Active human intervention leads to a faster searching, resulting in less user fatigue. The experiments were carried out by evolving the parameters to derive the rules for a Parametric L-System. These rules are then used to model the growth process of branching structures in 3-D space. The experiments were conducted to evaluate the ability of the proposed approach to converge to optimized solution as compared to the Simple Genetic Algorithm (SGA).<\/p>","DOI":"10.4018\/jssci.2012010102","type":"journal-article","created":{"date-parts":[[2012,6,29]],"date-time":"2012-06-29T14:35:02Z","timestamp":1340980502000},"page":"34-54","source":"Crossref","is-referenced-by-count":5,"title":["An Interactive Visualization of Genetic Algorithm on 2-D Graph"],"prefix":"10.4018","volume":"4","author":[{"given":"Humera","family":"Farooq","sequence":"first","affiliation":[{"name":"Future University, Sudan"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nordin","family":"Zakaria","sequence":"additional","affiliation":[{"name":"Universiti Teknologi PETRONAS, Malaysia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Muhammad Tariq","family":"Siddique","sequence":"additional","affiliation":[{"name":"Future University, Sudan"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"jssci.2012010102-0","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2007.11.007"},{"key":"jssci.2012010102-1","unstructured":"Biles, J. 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