Genetic Programming Theory and Practice XI

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Riolo, Rick (Επιμελητής έκδοσης), Moore, Jason H. (Επιμελητής έκδοσης), Kotanchek, Mark (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2014.
• Σειρά: Genetic and Evolutionary Computation,
• Θέματα: Computer science.; Computer programming.; Computers.; Algorithms.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Theory of Computation.; 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: evo...

Πίνακας περιεχομένων:

• 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.