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020 _a9780387281117
_9978-0-387-28111-7
024 7 _a10.1007/0387281118
_2doi
035 _avtls000330494
039 9 _a201509030722
_bVLOAD
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_dVLOAD
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050 4 _aQA75.5-76.95
100 1 _aYu, Tina.
_eeditor.
_9300317
245 1 0 _aGenetic Programming Theory and Practice III /
_cedited by Tina Yu, Rick Riolo, Bill Worzel.
264 1 _aBoston, MA :
_bSpringer US,
_c2006.
300 _aXV, 309 páginas,
_brecurso en línea.
336 _atexto
_btxt
_2rdacontent
337 _acomputadora
_bc
_2rdamedia
338 _arecurso en línea
_bcr
_2rdacarrier
347 _aarchivo de texto
_bPDF
_2rda
490 0 _aGenetic Programming,
_x1566-7863 ;
_v9
500 _aSpringer eBooks
505 0 _aGenetic Programming: Theory and Practice -- Evolving Swarming Agents in Real Time -- Automated Design of a Previously Patented Aspherical Optical Lens System by Means of Genetic Programming -- Discrimination of Unexploded Ordnance from Clutter Using Linear Genetic Programming -- Rapid Re-Evolution of an X-Band Antenna for Nasa’s Space Technology 5 Mission -- Variable Selection in Industrial Datasets Using Pareto Genetic Programming -- A Higher-Order Function Approach to Evolve Recursive Programs -- Trivial Geography in Genetic Programming -- Running Genetic Programming Backwards -- An Examination of Simultaneous Evolution of Grammars and Solutions -- The Importance of Local Search -- Content Diversity in Genetic Programming and Its Correlation with Fitness -- Genetic Programming Inside a Cell -- Evolution on Neutral Networks in Genetic Programming -- The Effects of Size and Depth Limits on Tree Based Genetic Programming -- Application Issues of Genetic Programming in Industry -- Challenges in Open-Ended Problem Solving with Genetic Programming -- Domain Specificity of Genetic Programming Based Automated Synthesis: A Case Study with Synthesis of Mechanical Vibration Absorbers -- Genetic Programming in Industrial Analog CAD: Applications and Challenges.
520 _aGenetic Programming Theory and Practice III explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). This contributed volume was developed from the third workshop at the University of Michigan’s Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to this rapidly advancing field. The text provides a cohesive view of the issues facing both practitioners and theoreticians and examines the synergy between GP theory and application. The foremost international researchers and practitioners in the GP arena contributed to the volume, discussing such topics as: techniques to enhance GP capabilities with real-world applications and real-world application success stories from a variety of domains, including chemical and process control, informatics, and circuit design visualization models to understand GP processing and open challenges facing the community and potential research directions Genetic Programming Theory and Practice III provides the most recent developments in GP theory, practice, and the integration of theory and practice. This text, the result of an extensive dialog between GP theoreticians and practitioners, is a unique and indispensable tool for both academics and industry professionals interested in the GP realm.
590 _aPara consulta fuera de la UANL se requiere clave de acceso remoto.
700 1 _aRiolo, Rick.
_eeditor.
_9299568
700 1 _aWorzel, Bill.
_eeditor.
_9299570
710 2 _aSpringerLink (Servicio en línea)
_9299170
776 0 8 _iEdición impresa:
_z9780387281100
856 4 0 _uhttp://remoto.dgb.uanl.mx/login?url=http://dx.doi.org/10.1007/0-387-28111-8
_zConectar a Springer E-Books (Para consulta externa se requiere previa autentificación en Biblioteca Digital UANL)
942 _c14
999 _c278690
_d278690