000 02987nam a22003615i 4500
001 294750
003 MX-SnUAN
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008 150903s2006 gw | o |||| 0|eng d
020 _a9783540324447
_99783540324447
024 7 _a10.1007/3540324445
_2doi
035 _avtls000348413
039 9 _a201509030444
_bVLOAD
_c201404121501
_dVLOAD
_c201404091238
_dVLOAD
_y201402071027
_zstaff
040 _aMX-SnUAN
_bspa
_cMX-SnUAN
_erda
050 4 _aTA329-348
100 1 _aRothlauf, Franz.
_eautor
_9299177
245 1 0 _aRepresentations for Genetic and Evolutionary Algorithms /
_cby Franz Rothlauf.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2006.
300 _axvii, 325 páginas
_brecurso en línea.
336 _atexto
_btxt
_2rdacontent
337 _acomputadora
_bc
_2rdamedia
338 _arecurso en línea
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
_2rda
500 _aSpringer eBooks
505 0 _aRepresentations for Genetic and Evolutionary Algorithms -- Three Elements of a Theory of Representations -- Time-Quality Framework for a Theory-Based Analysis and Design of Representations -- Analysis of Binary Representations of Integers -- Analysis and Design of Representations for Trees -- Analysis and Design of Search Operators for Trees -- Performance of Genetic and Evolutionary Algorithms on Tree Problems -- Summary and Conclusions.
520 _aIn the field of genetic and evolutionary algorithms (GEAs), a large amount of theory and empirical study has focused on operators and test problems, while problem representation has often been taken as given. This book breaks away from this tradition and provides a comprehensive overview on the influence of problem representations on GEA performance. The book summarizes existing knowledge regarding problem representations and describes how basic properties of representations, such as redundancy, scaling, or locality, influence the performance of GEAs and other heuristic optimization methods. Using the developed theory, representations can be analyzed and designed in a theory-guided matter. The theoretical concepts are used for solving integer optimization problems and network design problems more efficiently. The book is written in an easy-to-read style and is intended for researchers, practitioners, and students who want to learn about representations. This second edition extends the analysis of the basic properties of representations and introduces a new chapter on the analysis of direct representations.
590 _aPara consulta fuera de la UANL se requiere clave de acceso remoto.
710 2 _aSpringerLink (Servicio en línea)
_9299170
776 0 8 _iEdición impresa:
_z9783540250593
856 4 0 _uhttp://remoto.dgb.uanl.mx/login?url=http://dx.doi.org/10.1007/3-540-32444-5
_zConectar a Springer E-Books (Para consulta externa se requiere previa autentificación en Biblioteca Digital UANL)
942 _c14
999 _c294750
_d294750