Holdings: Genetic Programming Theory and Practice XI

Genetic Programming Theory and Practice XI:

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Bibliographic Details
Other Authors:	Riolo, Rick (Editor), Moore, Jason H. (Editor), Kotanchek, Mark (Editor)
Format:	Electronic eBook
Language:	English
Published:	New York ; Heidelberg ; Dordrecht ; London Springer [2014]
Series:	Genetic and Evolutionary Computation
Subjects:	Computer science Computer programming Computers Algorithms Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Algorithm Analysis and Problem Complexity Programming Techniques Informatik Künstliche Intelligenz Genetische Programmierung Aufsatzsammlung Konferenzschrift > 2013
Online Access:	DE-522 DE-634 DE-Aug4 DE-M347 DE-92 DE-859 DE-861 DE-473 DE-355 DE-703 DE-20 DE-29 DE-739 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online Ressource (XIV, 227 Seiten) Illustrationen
ISBN:	9781493903757
DOI:	10.1007/978-1-4939-0375-7

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Record in the Search Index

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adam_text	GENETIC PROGRAMMING THEORY AND PRACTICE XI / : 2014 TABLE OF CONTENTS / INHALTSVERZEICHNIS EXTREME ACCURACY IN SYMBOLIC REGRESSION EXPLORING INTERESTINGNESS IN A COMPUTATIONAL EVOLUTION SYSTEM FOR THE GENOME-WIDE GENETIC ANALYSIS OF ALZHEIMER'S DISEASE OPTIMIZING A CLOUD CONTRACT PORTFOLIO USING GENETIC PROGRAMMING-BASED LOAD MODELS MAINTENANCE OF A LONG RUNNING DISTRIBUTED GENETIC PROGRAMMING SYSTEM FOR SOLVING PROBLEMS REQUIRING BIG DATA GROUNDED SIMULATION: USING SIMULATED EVOLUTION TO GUIDE EMBODIED EVOLUTION APPLYING GENETIC PROGRAMMING IN BUSINESS FORECASTING EXPLAINING UNEMPLOYMENT RATES WITH SYMBOLIC REGRESSION UNIFORM LINEAR TRANSFORMATION WITH REPAIR AND ALTERNATION IN GENETIC PROGRAMMING A DETERMINISTIC AND SYMBOLIC REGRESSION HYBRID APPLIED TO RESTING-STATE FMRI DATA GAINING DEEPER INSIGHTS IN SYMBOLIC REGRESSION GEOMETRIC SEMANTIC GENETIC PROGRAMMING FOR REAL LIFE APPLICATIONS EVALUATION OF PARAMETER CONTRIBUTION TO NEURAL NETWORK SIZE AND FITNESS IN ATHENA FOR GENETIC ANALYSIS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. GENETIC PROGRAMMING THEORY AND PRACTICE XI / : 2014 ABSTRACT / INHALTSTEXT THESE CONTRIBUTIONS, WRITTEN BY THE FOREMOST INTERNATIONAL RESEARCHERS AND PRACTITIONERS OF GENETIC PROGRAMMING (GP), EXPLORE THE SYNERGY BETWEEN THEORETICAL AND EMPIRICAL RESULTS ON REAL-WORLD PROBLEMS, PRODUCING A COMPREHENSIVE VIEW OF THE STATE OF THE ART IN GP. TOPICS IN THIS VOLUME INCLUDE: EVOLUTIONARY CONSTRAINTS, RELAXATION OF SELECTION MECHANISMS, DIVERSITY PRESERVATION STRATEGIES, FLEXING FITNESS EVALUATION, EVOLUTION IN DYNAMIC ENVIRONMENTS, MULTI-OBJECTIVE AND MULTI-MODAL SELECTION, FOUNDATIONS OF EVOLVABILITY, EVOLVABLE AND ADAPTIVE EVOLUTIONARY OPERATORS, FOUNDATION OF INJECTING EXPERT KNOWLEDGE IN EVOLUTIONARY SEARCH, ANALYSIS OF PROBLEM DIFFICULTY AND REQUIRED GP ALGORITHM COMPLEXITY, FOUNDATIONS IN RUNNING GP ON THE CLOUD – COMMUNICATION, COOPERATION, FLEXIBLE IMPLEMENTATION, AND ENSEMBLE METHODS. ADDITIONAL FOCAL POINTS FOR GP SYMBOLIC REGRESSION ARE: (1) THE NEED TO GUARANTEE CONVERGENCE TO SOLUTIONS IN THE FUNCTION DISCOVERY MODE; (2) ISSUES ON MODEL VALIDATION; (3) THE NEED FOR MODEL ANALYSIS WORKFLOWS FOR INSIGHT GENERATION BASED ON GENERATED GP SOLUTIONS – MODEL EXPLORATION, VISUALIZATION, VARIABLE SELECTION, DIMENSIONALITY ANALYSIS; (4) ISSUES IN COMBINING DIFFERENT TYPES OF DATA. READERS WILL DISCOVER LARGE-SCALE, REAL-WORLD APPLICATIONS OF GP TO A VARIETY OF PROBLEM DOMAINS VIA IN-DEPTH PRESENTATIONS OF THE LATEST AND MOST SIGNIFICANT RESULTS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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series2	Genetic and Evolutionary Computation
spelling	Genetic Programming Theory and Practice XI Rick Riolo, Jason H. Moore, Mark Kotanchek (editors) ; foreword by Arthur K. Kordon New York ; Heidelberg ; Dordrecht ; London Springer [2014] © 2014 1 Online Ressource (XIV, 227 Seiten) Illustrationen txt rdacontent c rdamedia cr rdacarrier Genetic and Evolutionary Computation Computer science Computer programming Computers Algorithms Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Algorithm Analysis and Problem Complexity Programming Techniques Informatik Künstliche Intelligenz Genetische Programmierung (DE-588)4500172-8 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content (DE-588)1071861417 Konferenzschrift 2013 gnd-content Genetische Programmierung (DE-588)4500172-8 s DE-604 Riolo, Rick edt Moore, Jason H. edt Kotanchek, Mark edt Kordon, Arthur K. wpr Erscheint auch als Druckausgabe 978-1-4939-0374-0 https://doi.org/10.1007/978-1-4939-0375-7 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632980&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632980&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Genetic Programming Theory and Practice XI Computer science Computer programming Computers Algorithms Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Algorithm Analysis and Problem Complexity Programming Techniques Informatik Künstliche Intelligenz Genetische Programmierung (DE-588)4500172-8 gnd
subject_GND	(DE-588)4500172-8 (DE-588)4143413-4 (DE-588)1071861417
title	Genetic Programming Theory and Practice XI
title_auth	Genetic Programming Theory and Practice XI
title_exact_search	Genetic Programming Theory and Practice XI
title_full	Genetic Programming Theory and Practice XI Rick Riolo, Jason H. Moore, Mark Kotanchek (editors) ; foreword by Arthur K. Kordon
title_fullStr	Genetic Programming Theory and Practice XI Rick Riolo, Jason H. Moore, Mark Kotanchek (editors) ; foreword by Arthur K. Kordon
title_full_unstemmed	Genetic Programming Theory and Practice XI Rick Riolo, Jason H. Moore, Mark Kotanchek (editors) ; foreword by Arthur K. Kordon
title_short	Genetic Programming Theory and Practice XI
title_sort	genetic programming theory and practice xi
topic	Computer science Computer programming Computers Algorithms Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Algorithm Analysis and Problem Complexity Programming Techniques Informatik Künstliche Intelligenz Genetische Programmierung (DE-588)4500172-8 gnd
topic_facet	Computer science Computer programming Computers Algorithms Artificial intelligence Computer Science Artificial Intelligence (incl. Robotics) Theory of Computation Algorithm Analysis and Problem Complexity Programming Techniques Informatik Künstliche Intelligenz Genetische Programmierung Aufsatzsammlung Konferenzschrift 2013
url	https://doi.org/10.1007/978-1-4939-0375-7 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632980&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028632980&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT riolorick geneticprogrammingtheoryandpracticexi AT moorejasonh geneticprogrammingtheoryandpracticexi AT kotanchekmark geneticprogrammingtheoryandpracticexi AT kordonarthurk geneticprogrammingtheoryandpracticexi

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