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Sökning: onr:"swepub:oai:research.chalmers.se:4e45d34b-4791-4dda-8122-a94853b98aea" > The Surprising Crea...

LIBRIS Formathandbok  (Information om MARC21)
FältnamnIndikatorerMetadata
00007412naa a2200997 4500
001oai:research.chalmers.se:4e45d34b-4791-4dda-8122-a94853b98aea
003SwePub
008200625s2020 | |||||||||||000 ||eng|
0247 a https://research.chalmers.se/publication/5176302 URI
0247 a https://doi.org/10.1162/artl_a_003192 DOI
040 a (SwePub)cth
041 a engb eng
042 9 SwePub
072 7a art2 swepub-publicationtype
072 7a ref2 swepub-contenttype
1001 a Lehman, Joel4 aut
2451 0a The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities
264 1b MIT Press - Journals,c 2020
520 a Evolution provides a creative fount of complex and subtle adaptations that often surprise the scientists who discover them. However, the creativity of evolution is not limited to the natural world: Artificial organisms evolving in computational environments have also elicited surprise and wonder from the researchers studying them. The process of evolution is an algorithmic process that transcends the substrate in which it occurs. Indeed, many researchers in the field of digital evolution can provide examples of how their evolving algorithms and organisms have creatively subverted their expectations or intentions, exposed unrecognized bugs in their code, produced unexpectedly adaptations, or engaged in behaviors and outcomes, uncannily convergent with ones found in nature. Such stories routinely reveal surprise and creativity by evolution in these digital worlds, but they rarely fit into the standard scientific narrative. Instead they are often treated as mere obstacles to be overcome, rather than results that warrant study in their own right. Bugs are fixed, experiments are refocused, and one-off surprises are collapsed into a single data point. The stories themselves are traded among researchers through oral tradition, but that mode of information transmission is inefficient and prone to error and outright loss. Moreover, the fact that these stories tend to be shared only among practitioners means that many natural scientists do not realize how interesting and lifelike digital organisms are and how natural their evolution can be. To our knowledge, no collection of such anecdotes has been published before. This article is the crowd-sourced product of researchers in the fields of artificial life and evolutionary computation who have provided first-hand accounts of such cases. It thus serves as a written, fact-checked collection of scientifically important and even entertaining stories. In doing so we also present here substantial evidence that the existence and importance of evolutionary surprises extends beyond the natural world, and may indeed be a universal property of all complex evolving systems.
650 7a SAMHÄLLSVETENSKAPx Medie- och kommunikationsvetenskapx Systemvetenskap, informationssystem och informatik med samhällsvetenskaplig inriktning0 (SwePub)508042 hsv//swe
650 7a SOCIAL SCIENCESx Media and Communicationsx Information Systems, Social aspects0 (SwePub)508042 hsv//eng
650 7a NATURVETENSKAPx Data- och informationsvetenskapx Datavetenskap0 (SwePub)102012 hsv//swe
650 7a NATURAL SCIENCESx Computer and Information Sciencesx Computer Sciences0 (SwePub)102012 hsv//eng
653 a creativity
653 a evolutionary computation
653 a Surprise
653 a genetic algorithms
653 a experimental evolution
653 a digital evolution
7001 a Clune, Jeff4 aut
7001 a Misevic, Dusan4 aut
7001 a Adami, Christophu Michigan State University4 aut
7001 a Altenberg, Leeu University of Hawaii4 aut
7001 a Beaulieu, Julieu Universite Laval4 aut
7001 a Bentley, Peter J.u University College London (UCL)4 aut
7001 a Bernard, Samuelu Centre national de la recherche scientifique (CNRS)4 aut
7001 a Beslon, Guillaumeu Université de Lyon4 aut
7001 a Bryson, David M.u Michigan State University4 aut
7001 a Cheney, Nicku University of Vermont4 aut
7001 a Chrabaszcz, Patryku Albert-Ludwigs-Universität Freiburg,University of Freiburg4 aut
7001 a Cully, Antoineu Imperial College of Science, Technology and Medicine4 aut
7001 a Doncieux, Stephaneu Observatoire de Paris,Paris Observatory4 aut
7001 a Dyer, Fred C.u Michigan State University4 aut
7001 a Ellefsen, Kai Olavu Universitetet i Oslo,University of Oslo4 aut
7001 a Feldt, Robert,d 1972u Chalmers tekniska högskola,Chalmers University of Technology4 aut0 (Swepub:cth)feldt
7001 a Fischer, Stephan4 aut
7001 a Forrest, Stephanieu Arizona State University4 aut
7001 a Frenoy, Antoineu Université Grenoble Alpes,Grenoble Alpes University4 aut
7001 a Gagn, Christianu Universite Laval4 aut
7001 a Le Goff, Leniu Observatoire de Paris,Paris Observatory4 aut
7001 a Grabowski, Laura M.u State University of New York Potsdam4 aut
7001 a Hodjat, Babak4 aut
7001 a Hutter, Franku University of Vermont4 aut
7001 a Keller, Laurentu Université de Lausanne,University of Lausanne4 aut
7001 a Knibbe, Caroleu Université de Lyon4 aut
7001 a Krcah, Peteru Univerzita Karlova,Charles University4 aut
7001 a Lenski, Richard E.u Michigan State University4 aut
7001 a Lipson, Hodu Columbia University in the City of New York4 aut
7001 a MacCurdy, Robertu University of Colorado at Boulder4 aut
7001 a Maestre, Carlosu Observatoire de Paris,Paris Observatory4 aut
7001 a Miikkulainen, Ristou The University of Texas at Austin, USA4 aut
7001 a Mitri, Sarau Université de Lausanne,University of Lausanne4 aut
7001 a Moriarty, David E.u Apple4 aut
7001 a Mouret, Jean-Baptisteu Institut National de Recherche en Informatique et en Automatique (INRIA)4 aut
7001 a Anh Nguyen,u Auburn University4 aut
7001 a Ofria, Charlesu Michigan State University4 aut
7001 a Parizeau, Marcu Universite Laval4 aut
7001 a Parsons, Davidu Michigan State University4 aut
7001 a Pennock, Robert T.u Michigan State University4 aut
7001 a Punch, William F.u Michigan State University4 aut
7001 a Ray, Thomas S.u The University of Oklahoma4 aut
7001 a Schoenauer, Marcu Université Paris-Saclay,University Paris-Saclay4 aut
7001 a Shulte, Eric4 aut
7001 a Sims, Karl4 aut
7001 a Stanley, Kenneth O.u University of Central Florida (UCF)4 aut
7001 a Taddei, Francois4 aut
7001 a Tarapore, Daneshu University of Southampton4 aut
7001 a Thibault, Simonu Universite Laval4 aut
7001 a Watson, Richardu University of Southampton4 aut
7001 a Weimer, Westleyu University of Virginia4 aut
7001 a Yosinski, Jason4 aut
7102 a Michigan State Universityb University of Hawaii4 org
7730 t Artificial Lifed : MIT Press - Journalsg 26:2, s. 274-306q 26:2<274-306x 1530-9185x 1064-5462
8564 u https://direct.mit.edu/artl/article-pdf/26/2/274/1896071/artl_a_00319.pdf
8564 8u https://research.chalmers.se/publication/517630
8564 8u https://doi.org/10.1162/artl_a_00319

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