Multitask Evolution with Cartesian Genetic Programming

This work addresses a problem for researchers in evolutionary computation and circuit design, but it appears incremental as it builds on existing genetic programming methods.

The paper tackled the problem of solving multiple Boolean circuit synthesis tasks simultaneously by introducing a genetic programming method, achieving a result of solving a set of elementary logic functions twice as easily compared to a direct, single-task approach.