Sökning: WFRF:(Dyer M.) > (2020-2022) > The Surprising Crea...
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000 | 07412naa a2200997 4500 | |
001 | oai:research.chalmers.se:4e45d34b-4791-4dda-8122-a94853b98aea | |
003 | SwePub | |
008 | 200625s2020 | |||||||||||000 ||eng| | |
024 | 7 | a https://research.chalmers.se/publication/5176302 URI |
024 | 7 | a https://doi.org/10.1162/artl_a_003192 DOI |
040 | a (SwePub)cth | |
041 | a engb eng | |
042 | 9 SwePub | |
072 | 7 | a art2 swepub-publicationtype |
072 | 7 | a ref2 swepub-contenttype |
100 | 1 | a Lehman, Joel4 aut |
245 | 1 0 | a The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities |
264 | 1 | b 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 | 7 | a SAMHÄLLSVETENSKAPx Medie- och kommunikationsvetenskapx Systemvetenskap, informationssystem och informatik med samhällsvetenskaplig inriktning0 (SwePub)508042 hsv//swe |
650 | 7 | a SOCIAL SCIENCESx Media and Communicationsx Information Systems, Social aspects0 (SwePub)508042 hsv//eng |
650 | 7 | a NATURVETENSKAPx Data- och informationsvetenskapx Datavetenskap0 (SwePub)102012 hsv//swe |
650 | 7 | a 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 | |
700 | 1 | a Clune, Jeff4 aut |
700 | 1 | a Misevic, Dusan4 aut |
700 | 1 | a Adami, Christophu Michigan State University4 aut |
700 | 1 | a Altenberg, Leeu University of Hawaii4 aut |
700 | 1 | a Beaulieu, Julieu Universite Laval4 aut |
700 | 1 | a Bentley, Peter J.u University College London (UCL)4 aut |
700 | 1 | a Bernard, Samuelu Centre national de la recherche scientifique (CNRS)4 aut |
700 | 1 | a Beslon, Guillaumeu Université de Lyon4 aut |
700 | 1 | a Bryson, David M.u Michigan State University4 aut |
700 | 1 | a Cheney, Nicku University of Vermont4 aut |
700 | 1 | a Chrabaszcz, Patryku Albert-Ludwigs-Universität Freiburg,University of Freiburg4 aut |
700 | 1 | a Cully, Antoineu Imperial College of Science, Technology and Medicine4 aut |
700 | 1 | a Doncieux, Stephaneu Observatoire de Paris,Paris Observatory4 aut |
700 | 1 | a Dyer, Fred C.u Michigan State University4 aut |
700 | 1 | a Ellefsen, Kai Olavu Universitetet i Oslo,University of Oslo4 aut |
700 | 1 | a Feldt, Robert,d 1972u Chalmers tekniska högskola,Chalmers University of Technology4 aut0 (Swepub:cth)feldt |
700 | 1 | a Fischer, Stephan4 aut |
700 | 1 | a Forrest, Stephanieu Arizona State University4 aut |
700 | 1 | a Frenoy, Antoineu Université Grenoble Alpes,Grenoble Alpes University4 aut |
700 | 1 | a Gagn, Christianu Universite Laval4 aut |
700 | 1 | a Le Goff, Leniu Observatoire de Paris,Paris Observatory4 aut |
700 | 1 | a Grabowski, Laura M.u State University of New York Potsdam4 aut |
700 | 1 | a Hodjat, Babak4 aut |
700 | 1 | a Hutter, Franku University of Vermont4 aut |
700 | 1 | a Keller, Laurentu Université de Lausanne,University of Lausanne4 aut |
700 | 1 | a Knibbe, Caroleu Université de Lyon4 aut |
700 | 1 | a Krcah, Peteru Univerzita Karlova,Charles University4 aut |
700 | 1 | a Lenski, Richard E.u Michigan State University4 aut |
700 | 1 | a Lipson, Hodu Columbia University in the City of New York4 aut |
700 | 1 | a MacCurdy, Robertu University of Colorado at Boulder4 aut |
700 | 1 | a Maestre, Carlosu Observatoire de Paris,Paris Observatory4 aut |
700 | 1 | a Miikkulainen, Ristou The University of Texas at Austin, USA4 aut |
700 | 1 | a Mitri, Sarau Université de Lausanne,University of Lausanne4 aut |
700 | 1 | a Moriarty, David E.u Apple4 aut |
700 | 1 | a Mouret, Jean-Baptisteu Institut National de Recherche en Informatique et en Automatique (INRIA)4 aut |
700 | 1 | a Anh Nguyen,u Auburn University4 aut |
700 | 1 | a Ofria, Charlesu Michigan State University4 aut |
700 | 1 | a Parizeau, Marcu Universite Laval4 aut |
700 | 1 | a Parsons, Davidu Michigan State University4 aut |
700 | 1 | a Pennock, Robert T.u Michigan State University4 aut |
700 | 1 | a Punch, William F.u Michigan State University4 aut |
700 | 1 | a Ray, Thomas S.u The University of Oklahoma4 aut |
700 | 1 | a Schoenauer, Marcu Université Paris-Saclay,University Paris-Saclay4 aut |
700 | 1 | a Shulte, Eric4 aut |
700 | 1 | a Sims, Karl4 aut |
700 | 1 | a Stanley, Kenneth O.u University of Central Florida (UCF)4 aut |
700 | 1 | a Taddei, Francois4 aut |
700 | 1 | a Tarapore, Daneshu University of Southampton4 aut |
700 | 1 | a Thibault, Simonu Universite Laval4 aut |
700 | 1 | a Watson, Richardu University of Southampton4 aut |
700 | 1 | a Weimer, Westleyu University of Virginia4 aut |
700 | 1 | a Yosinski, Jason4 aut |
710 | 2 | a Michigan State Universityb University of Hawaii4 org |
773 | 0 | t Artificial Lifed : MIT Press - Journalsg 26:2, s. 274-306q 26:2<274-306x 1530-9185x 1064-5462 |
856 | 4 | u https://direct.mit.edu/artl/article-pdf/26/2/274/1896071/artl_a_00319.pdf |
856 | 4 8 | u https://research.chalmers.se/publication/517630 |
856 | 4 8 | u https://doi.org/10.1162/artl_a_00319 |
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