Genetic programming theory and practice X
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: evo...
| Corporate Authors: | Workshop on Genetic Programming, Theory and Practice Ann Arbor, Mich.) |
|---|---|
| Other Authors: | Workshop on Genetic Programming, Theory and Practice, Riolo, Rick., SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
New York :
Springer,
©2013.
New York : [2013] |
| Physical Description: |
1 online resource (xxviii, 247 pages) : illustrations. |
| Series: |
Genetic and evolutionary computation series.
|
| Subjects: |
Table of Contents:
- Evolving SQL Queries from Examples with Developmental Genetic Programming /
- Thomas Helmuth, Lee Spector
- A Practical Platform for On-Line Genetic Programming for Robotics /
- Terence Soule, Robert B. Heckendorn
- Cartesian Genetic Programming for Image Processing /
- Simon Harding, Jürgen Leitner
- A New Mutation Paradigm for Genetic Programming /
- Christian Darabos, Mario Giacobini, Ting Hu
- Introducing an Age-Varying Fitness Estimation Function /
- Babak Hodjat, Hormoz Shahrzad
- EC-Star: A Massive-Scale, Hub and Spoke, Distributed Genetic Programming System /
- Una-May O'Reilly, Mark Wagy, Babak Hodjat
- Genetic Analysis of Prostate Cancer Using Computational Evolution, Pareto-Optimization and Post-processing /
- Jason H. Moore, Douglas P. Hill
- Meta-Dimensional Analysis of Phenotypes Using the Analysis Tool for Heritable and Environmental Network Associations (ATHENA): Challenges with Building Large Networks /
- Marylyn D. Ritchie, Emily R. Holzinger
- A Baseline Symbolic Regression Algorithm /
- Michael F. Korns
- Symbolic Regression Model Comparison Approach Using Transmitted Variation /
- Flor A. Castillo, Carlos M. Villa
- A Framework for the Empirical Analysis of Genetic Programming System Performance /
- Oliver Flasch, Thomas Bartz-Beielstein
- More or Less? Two Approaches to Evolving Game-Playing Strategies /
- Amit Benbassat, Achiya Elyasaf, Moshe Sipper
- Symbolic Regression Is Not Enough: It Takes a Village to Raise a Model /
- Mark E. Kotanchek, Ekaterina Vladislavleva
- FlexGP.py: Prototyping Flexibly-Scaled, Flexibly-Factored Genetic Programming for the Cloud /
- James McDermott, Kalyan Veeramachaneni
- Representing Communication and Learning in Femtocell Pilot Power Control Algorithms /
- Erik Hemberg, Lester Ho, Michael O'Neill.