Evolutionary Optimization: the µGP toolkit

Evolutionary Optimization: the µGP toolkit

This book describes an award-winning evolutionary algorithm that outperformed experts and conventional heuristics in solving several industrial problems. It presents a discussion of the theoretical and practical aspects that enabled μGP (MicroGP) to autonomously find the optimal solution of hard pro...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Sanchez, Ernesto (Συγγραφέας), Schillaci, Massimiliano (Συγγραφέας), Squillero, Giovanni (Συγγραφέας)
Συγγραφή απο Οργανισμό/Αρχή:	SpringerLink (Online service)
Μορφή:	Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:	English
Έκδοση:	Boston, MA : Springer US, 2011.
Θέματα:	Computer science. Artificial intelligence. Application software. Computer-aided engineering. Computer Science. Artificial Intelligence (incl. Robotics). Computer Applications. Computer-Aided Engineering (CAD, CAE) and Design.
Διαθέσιμο Online:	Full Text via HEAL-Link

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Constraint-Handling in Evolutionary Optimization
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Hybrid Evolutionary Algorithms
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Linkage in Evolutionary Computation
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The Art of Artificial Evolution A Handbook on Evolutionary Art and Music /
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Self-Adaptive Heuristics for Evolutionary Computation
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Advances in Evolutionary Computing for System Design
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Cartesian Genetic Programming
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Designing with Computational Intelligence
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Fuzzy Logic in Action: Applications in Epidemiology and Beyond
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Ontologies in Urban Development Projects
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Creativity in Intelligent, Technologies and Data Science First Conference, CIT&DS 2015, Volgograd, Russia, September 15–17, 2015, Proceedings /
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Intelligent Computer Systems in Engineering Design Principles and Applications /
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Product Lifecycle Management and the Industry of the Future 14th IFIP WG 5.1 International Conference, PLM 2017, Seville, Spain, July 10-12, 2017, Revised Selected Papers /
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Building Innovation Pipelines through Computer-Aided Innovation 4th IFIP WG 5.4 Working Conference, CAI 2011, Strasbourg, France, June 30 – July 1, 2011. Proceedings /
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Control and Automation International Conference, CA 2009, Held as Part of the Future Generation Information Technology Conference, CA 2009, Jeju Island, Korea, December 10-12, 2009.Proceedings /
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Rough – Granular Computing in Knowledge Discovery and Data Mining
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Soft Computing for Hybrid Intelligent Systems
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Fuzzy Information and Engineering Proceedings of the Second International Conference of Fuzzy Information and Engineering (ICFIE) /
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Rough Set Theory: A True Landmark in Data Analysis
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Modeling Uncertainty with Fuzzy Logic With Recent Theory and Applications /
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Fuzzy Systems in Bioinformatics and Computational Biology
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Genome Clustering From Linguistic Models to Classification of Genetic Texts /
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Advances in Intelligent Tutoring Systems
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The Fuzzification of Systems The Genesis of Fuzzy Set Theory and its Initial Applications – Developments up to the 1970s /
ανά: Seising, Rudolf
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Advances in Intelligent Web Mastering Proceedings of the 5th Atlantic Web Intelligence Conference – AWIC’2007, Fontainbleau, France, June 25 – 27, 2007 /
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Inhibitory Rules in Data Analysis A Rough Set Approach /
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Soft Computing for Data Mining Applications
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Geometric Algebra Computing in Engineering and Computer Science /
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Mixed Reality and Human-Robot Interaction
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Guide to Geometric Algebra in Practice
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Guide to Computational Geometry Processing Foundations, Algorithms, and Methods /
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Holonic and Multi-Agent Systems for Manufacturing Third International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2007, Regensburg, Germany, September 3-5, 2007 /
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Spotlight on Modern Transformer Design
ανά: Georgilakis, Pavlos S.
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Holonic and Multi-Agent Systems for Manufacturing Second International Conference on Industrial Applications of Holonic and Multi-Agent Systems, HoloMAS 2005, Copenhagen, Denmark, August 22-24, 2005. Proceedings /
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Computer-Aided Architectural Design Futures. The Next City - New Technologies and the Future of the Built Environment 16th International Conference, CAAD Futures 2015, São Paulo, Brazil, July 8-10, 2015. Selected Papers /
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Computer-Aided Architectural Design. Future Trajectories 17th International Conference, CAAD Futures 2017, Istanbul, Turkey, July 12-14, 2017, Selected Papers /
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Global Design and Local Materialization 15th International Conference, CAAD Futures 2013, Shanghai, China, July 3-5, 2013. Proceedings /
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