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Results focus on the two case study categories of function optimization (seven benchmark functions) and presented a novel optimal multilevel thresholding approach for histogram-based image segmentation by using proposed FAFA and Otsu method. Evidence indicates that the optimization results of proposed FAFA approach are so better than the standard FA.<\/jats:p>","DOI":"10.1142\/s1469026817500171","type":"journal-article","created":{"date-parts":[[2017,9,6]],"date-time":"2017-09-06T07:14:56Z","timestamp":1504682096000},"page":"1750017","source":"Crossref","is-referenced-by-count":3,"title":["A New Fuzzy Firefly Algorithm with Adaptive Parameters"],"prefix":"10.1142","volume":"16","author":[{"given":"Tahereh","family":"Hassanzadeh","sequence":"first","affiliation":[{"name":"Department of IT and Computer Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mohammad Reza","family":"Meybodi","sequence":"additional","affiliation":[{"name":"Department of IT and Computer Engineering, Amirkabir University of Technology, Tehran, Iran"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Masoumeh","family":"Shahramirad","sequence":"additional","affiliation":[{"name":"University of Applied Science and Technology, Center of Mehr Pirooz, Mazandaran, Iran"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2017,9,25]]},"reference":[{"key":"S1469026817500171BIB001","doi-asserted-by":"publisher","DOI":"10.1887\/0750308958"},{"key":"S1469026817500171BIB002","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780195131581.001.0001","volume-title":"Swarm Intelligence: From Natural to Artificial Systems","author":"Bonabeau E.","year":"1999"},{"key":"S1469026817500171BIB003","volume-title":"Swarm Intelligence","author":"Kennedy J.","year":"2001"},{"key":"S1469026817500171BIB004","doi-asserted-by":"publisher","DOI":"10.1201\/9781420035063.ch32"},{"key":"S1469026817500171BIB008","first-page":"32","volume":"11","author":"Li L. 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