000 04403nam a22005175i 4500
001 978-0-387-28111-7
003 DE-He213
005 20250710083940.0
007 cr nn 008mamaa
008 100301s2006 xxu| s |||| 0|eng d
020 _a9780387281117
_a99780387281117
024 7 _a10.1007/0-387-28111-8
_2doi
082 0 4 _a006
_223
100 1 _aYu, Tina.
_eeditor.
245 1 0 _aGenetic Programming Theory and Practice III
_h[recurso electrónico] /
_cedited by Tina Yu, Rick Riolo, Bill Worzel.
264 1 _aBoston, MA :
_bSpringer US,
_c2006.
300 _aXV, 309 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _arecurso en línea
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aGenetic Programming,
_x1566-7863 ;
_v9
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.
650 0 _aCOMPUTER SCIENCE.
650 0 _aINFORMATION THEORY.
650 0 _aCOMPUTER SOFTWARE.
650 0 _aELECTRONIC DATA PROCESSING.
650 0 _aARTIFICIAL INTELLIGENCE.
650 1 4 _aCOMPUTER SCIENCE.
650 2 4 _aCOMPUTING METHODOLOGIES.
650 2 4 _aARTIFICIAL INTELLIGENCE (INCL. ROBOTICS).
650 2 4 _aTHEORY OF COMPUTATION.
650 2 4 _aALGORITHM ANALYSIS AND PROBLEM COMPLEXITY.
650 2 4 _aPROGRAMMING TECHNIQUES.
700 1 _aRiolo, Rick.
_eeditor.
700 1 _aWorzel, Bill.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9780387281100
830 0 _aGenetic Programming,
_x1566-7863 ;
_v9
856 4 0 _uhttp://dx.doi.org/10.1007/0-387-28111-8
_zVer el texto completo en las instalaciones del CICY
912 _aZDB-2-SCS
942 _2ddc
_cER
999 _c56774
_d56774