Matches in SemOpenAlex for { <https://semopenalex.org/work/W3010132661> ?p ?o ?g. }
- W3010132661 abstract "In recent years, a great variety of nature and bio-inspired algorithms have been published in the literature. These algorithms simulate some natural or biological processes such as natural evolution, to optimize complex problems. Last years, the accumulation of this type of algorithms has achieved a number difficult to manage, so it is needed a good taxonomy that allows researchers to organise existing and future meta-heuristics in well-defined categories. In this work, we have reviewed more than two hundred nature-inspired and bio-inspired algorithms, and proposed two taxonomies that group them in categories ans subcategories, considering two different criteria. The first category consider the source of inspiration, while the second one consider only the behavior of each algorithm. It is shown the proposals in each one of the categories, and the summarise of each category. Later, results of these two taxonomies are compared, and obtained the most similar classic algorithm for each reviewed papers. We have obtained that there is a poor relationship between the natural inspiration of an algorithm and its behavior, and that, their similarities in behavior are greater than expected. Even more, more than half of reviewed proposals are versions of classic algorithms. Although there are many proposals based in different concepts of reality, the majority of them are actually more similar than expected, so authors should focus more on the behaviour. Also, we give several suggestions to continue improving this growing research field." @default.
- W3010132661 created "2020-03-13" @default.
- W3010132661 creator A5017326471 @default.
- W3010132661 creator A5023088091 @default.
- W3010132661 creator A5045016749 @default.
- W3010132661 creator A5055214980 @default.
- W3010132661 creator A5057037690 @default.
- W3010132661 creator A5070068995 @default.
- W3010132661 date "2020-02-19" @default.
- W3010132661 modified "2023-09-27" @default.
- W3010132661 title "Taxonomy of bio-inspired algorithms" @default.
- W3010132661 cites W1003043155 @default.
- W3010132661 cites W145811606 @default.
- W3010132661 cites W1512418237 @default.
- W3010132661 cites W1521244349 @default.
- W3010132661 cites W1523741643 @default.
- W3010132661 cites W1524216132 @default.
- W3010132661 cites W1535723536 @default.
- W3010132661 cites W1560704304 @default.
- W3010132661 cites W1563274978 @default.
- W3010132661 cites W1573125231 @default.
- W3010132661 cites W1573676079 @default.
- W3010132661 cites W1574985941 @default.
- W3010132661 cites W1576660662 @default.
- W3010132661 cites W1576912533 @default.
- W3010132661 cites W1579299488 @default.
- W3010132661 cites W1580329799 @default.
- W3010132661 cites W1585611690 @default.
- W3010132661 cites W1587740701 @default.
- W3010132661 cites W1592781698 @default.
- W3010132661 cites W1594046642 @default.
- W3010132661 cites W1595159159 @default.
- W3010132661 cites W1596195064 @default.
- W3010132661 cites W1602882907 @default.
- W3010132661 cites W1607022282 @default.
- W3010132661 cites W16088600 @default.
- W3010132661 cites W16819524 @default.
- W3010132661 cites W1771326151 @default.
- W3010132661 cites W1833923049 @default.
- W3010132661 cites W1834090084 @default.
- W3010132661 cites W1849730171 @default.
- W3010132661 cites W1905990843 @default.
- W3010132661 cites W1906176972 @default.
- W3010132661 cites W1910210263 @default.
- W3010132661 cites W1915240137 @default.
- W3010132661 cites W1920348269 @default.
- W3010132661 cites W1948756492 @default.
- W3010132661 cites W1957692442 @default.
- W3010132661 cites W1965764284 @default.
- W3010132661 cites W1967402817 @default.
- W3010132661 cites W1970923805 @default.
- W3010132661 cites W1971399746 @default.
- W3010132661 cites W1972462693 @default.
- W3010132661 cites W1973802342 @default.
- W3010132661 cites W1974193829 @default.
- W3010132661 cites W1976355338 @default.
- W3010132661 cites W1976479785 @default.
- W3010132661 cites W1977379327 @default.
- W3010132661 cites W1980236749 @default.
- W3010132661 cites W198078190 @default.
- W3010132661 cites W1982076016 @default.
- W3010132661 cites W1982147649 @default.
- W3010132661 cites W1982600514 @default.
- W3010132661 cites W1983362686 @default.
- W3010132661 cites W1985334587 @default.
- W3010132661 cites W1985460844 @default.
- W3010132661 cites W1986248869 @default.
- W3010132661 cites W1987092188 @default.
- W3010132661 cites W1987115965 @default.
- W3010132661 cites W1987132647 @default.
- W3010132661 cites W1987845731 @default.
- W3010132661 cites W1989583761 @default.
- W3010132661 cites W1994530228 @default.
- W3010132661 cites W1998155577 @default.
- W3010132661 cites W1999284878 @default.
- W3010132661 cites W2000753909 @default.
- W3010132661 cites W2001832505 @default.
- W3010132661 cites W2001979953 @default.
- W3010132661 cites W2003222059 @default.
- W3010132661 cites W2006694777 @default.
- W3010132661 cites W2006729403 @default.
- W3010132661 cites W2007898191 @default.
- W3010132661 cites W2008069608 @default.
- W3010132661 cites W2015410655 @default.
- W3010132661 cites W2016596438 @default.
- W3010132661 cites W2017490052 @default.
- W3010132661 cites W2022818193 @default.
- W3010132661 cites W2024060531 @default.
- W3010132661 cites W2025148441 @default.
- W3010132661 cites W2030910540 @default.
- W3010132661 cites W2031183907 @default.
- W3010132661 cites W2032913738 @default.
- W3010132661 cites W2032982318 @default.
- W3010132661 cites W2033011996 @default.
- W3010132661 cites W2033286692 @default.
- W3010132661 cites W2034265047 @default.
- W3010132661 cites W2035698667 @default.
- W3010132661 cites W2036881791 @default.
- W3010132661 cites W2038411763 @default.
- W3010132661 cites W2038945415 @default.