GP.Lab

Hi there and welcome to the GP.Lab blog. So what's "GP.Lab"? It's a Genetic Programming Workbench and a work in progress. Besides being a fun, non-profit software research project its main goal is to investigate machine learning ( Genetic Programming in particular) and its applications to automatically solve a range of problems. GP.Lab implements a modular architecture: Individual tasks or problems are essentially plug-ins to the core app containing everything related to the specific problem to be solved such as Specific operators  (Robot steering commands, access to data sources) A visualization appropriate for the task Additional logic required to evaluate programs (e.g. a simulation environment) The core app implements basic functionality such as the core GP kernel algorithm, methods for managing the GP population, as well as a bunch of statistical tools to provide insight into the simulated evolutionary process. Initial Set of Tasks At this p...