Genetic Programming Theory and Practice XII

• Corporate Author: SpringerLink (Online service)
• Other Authors: Riolo, Rick (Editor), Worzel, William P. (Editor), Kotanchek, Mark (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2015.
• Series: Genetic and Evolutionary Computation,
• Subjects: Computer science.; Computer programming.; Algorithms.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Algorithm Analysis and Problem Complexity.; Programming Techniques.

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...

Table of Contents:

• 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.