Genetic Programming Theory and Practice XII

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: gen...

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Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Riolo, Rick (Επιμελητής έκδοσης), Worzel, William P. (Επιμελητής έκδοσης), Kotanchek, Mark (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
Σειρά:Genetic and Evolutionary Computation,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Application of Machine-Learing Methods to Understand Gene Expression Regulation
  • Identification of Novel Genetic Models of Glaucoma using the "Emergent" Genetic Programming-Based Artificial Intelligence System
  • Inheritable Epigenetics in Genetic Programming
  • SKGP: The Way of the Combinator
  • Sequential Symbolic Regression with Genetic Programming
  • Sliding Window Symbolic Regression for Detecting Changes of System Dynamics
  • Extremely Accurate Symbolic Regression for Large Feature Problems
  • How to Exploit Alignment in the Error Space: Two Different GP Models
  • Analyzing a Decade of Human-Competitive ("HUMIE") Winners: What Can We Learn?
  • Tackling the Boolean Multiplexer Function Using a Highly Distributed Genetic Programming System.