Introducing Gpcxx - a framework for genetic programming
This talk had to be replaced with C++11 library components to make a programming scientist happy
This talk will introduce gpcxx - a modern C++ framework for genetic programming (GP). GP are specializations of genetic algorithms where the individuals are expression trees being evoled by an evolutionary algorithm. GP can be used for various tasks like regression of arbitrary data, classification or optimization in general. The aim of this library is maximal performance and flexibility, such that is can be used in multi-threaded environments or even on GPUs or distributed systems. I will show some design aspects of the library using modern C++ techniques and some real-world examples.
Speaker: Karsten Ahnert