Genetic Programming Theory and Practice XI:
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
New York ; Heidelberg ; Dordrecht ; London
Springer
[2014]
|
| Schriftenreihe: | Genetic and Evolutionary Computation
|
| Schlagworte: | |
| Online-Zugang: | 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 |
| Beschreibung: | 1 Online Ressource (XIV, 227 Seiten) Illustrationen |
| ISBN: | 9781493903757 |
| DOI: | 10.1007/978-1-4939-0375-7 |
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Datensatz im Suchindex
| _version_ | 1820882541101449216 |
|---|---|
| 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. |
| any_adam_object | 1 |
| author2 | Riolo, Rick Moore, Jason H. Kotanchek, Mark |
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| building | Verbundindex |
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| dewey-full | 006.3 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3 |
| dewey-search | 006.3 |
| dewey-sort | 16.3 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| doi_str_mv | 10.1007/978-1-4939-0375-7 |
| format | Electronic eBook |
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| record_format | marc |
| 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 |