دانلود کتاب Genetic Programming: 17th European Conference, EuroGP 2014, Granada, Spain, April 23-25, 2014, Revised Selected Papers

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Front Matter....Pages -
Higher Order Functions for Kernel Regression....Pages 1-12
Flash: A GP-GPU Ensemble Learning System for Handling Large Datasets....Pages 13-24
Learning Dynamical Systems Using Standard Symbolic Regression....Pages 25-36
Semantic Crossover Based on the Partial Derivative Error....Pages 37-47
A Multi-dimensional Genetic Programming Approach for Multi-class Classification Problems....Pages 48-60
Generalisation Enhancement via Input Space Transformation: A GP Approach....Pages 61-74
On Diversity, Teaming, and Hierarchical Policies: Observations from the Keepaway Soccer Task....Pages 75-86
Genetically Improved CUDA C++ Software....Pages 87-99
Measuring Mutation Operators’ Exploration-Exploitation Behaviour and Long-Term Biases....Pages 100-111
Exploring the Search Space of Hardware / Software Embedded Systems by Means of GP....Pages 112-123
Enhancing Branch-and-Bound Algorithms for Order Acceptance and Scheduling with Genetic Programming....Pages 124-136
Using Genetic Improvement and Code Transplants to Specialise a C++ Program to a Problem Class....Pages 137-149
ESAGP – A Semantic GP Framework Based on Alignment in the Error Space....Pages 150-161
Building a Stage 1 Computer Aided Detector for Breast Cancer Using Genetic Programming....Pages 162-173
NEAT, There’s No Bloat....Pages 174-185
The Best Things Don’t Always Come in Small Packages: Constant Creation in Grammatical Evolution....Pages 186-197
Asynchronous Evolution by Reference-Based Evaluation: Tertiary Parent Selection and Its Archive....Pages 198-209
Behavioral Search Drivers for Genetic Programing....Pages 210-221
Cartesian Genetic Programming: Why No Bloat?....Pages 222-233
On Evolution of Multi-category Pattern Classifiers Suitable for Embedded Systems....Pages 234-245
Back Matter....Pages -