An Introduction to Genetic Algorithms (Complex Adaptive Systems) Export

@book{citeulike:608196, abstract = {{Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics--particularly in machine learning, scientific modeling, and artificial life--and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics.}}, author = {Mitchell, Melanie}, citeulike-article-id = {608196}, citeulike-linkout-0 = {http://www.amazon.ca/exec/obidos/redirect?tag=citeulike09-20&path=ASIN/0262631857}, citeulike-linkout-1 = {http://www.amazon.de/exec/obidos/redirect?tag=citeulike01-21&path=ASIN/0262631857}, citeulike-linkout-2 = {http://www.amazon.fr/exec/obidos/redirect?tag=citeulike06-21&path=ASIN/0262631857}, citeulike-linkout-3 = {http://www.amazon.jp/exec/obidos/ASIN/0262631857}, citeulike-linkout-4 = {http://www.amazon.co.uk/exec/obidos/ASIN/0262631857/citeulike00-21}, citeulike-linkout-5 = {http://www.amazon.com/exec/obidos/redirect?tag=citeulike07-20&path=ASIN/0262631857}, citeulike-linkout-6 = {http://www.worldcat.org/isbn/0262631857}, citeulike-linkout-7 = {http://books.google.com/books?vid=ISBN0262631857}, citeulike-linkout-8 = {http://www.amazon.com/gp/search?keywords=0262631857&index=books&linkCode=qs}, citeulike-linkout-9 = {http://www.librarything.com/isbn/0262631857}, day = {06}, howpublished = {Paperback}, isbn = {0262631857}, keywords = {algorithms, book, genetic}, month = {February}, posted-at = {2008-02-28 10:32:49}, priority = {2}, publisher = {The MIT Press}, title = {An Introduction to Genetic Algorithms (Complex Adaptive Systems)}, url = {http://www.amazon.com/exec/obidos/redirect?tag=citeulike07-20&path=ASIN/0262631857}, year = {1998} }

TY - BOOK ID - citeulike:608196 L3 - citeulike-article-id:608196 N2 - {Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics--particularly in machine learning, scientific modeling, and artificial life--and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics.} SN - 0262631857 TI - An Introduction to Genetic Algorithms (Complex Adaptive Systems) PB - The MIT Press KW - algorithms KW - book KW - genetic AU - Mitchell, Melanie PY - 1998/02/06/ UR - http://www.amazon.ca/exec/obidos/redirect?tag=citeulike09-20&path=ASIN/0262631857 ER -