Evolutionary algorithms are an interesting topic of study. Rather then relying on human ingenuity and investigation to create new designs, instead, an algorithm is given a target to achieve, and ...

Evolutionary algorithm outperforms deep-learning machines at video games Neural networks have garnered all the headlines, but a much more powerful approach is waiting in the wings.

Evolutionary algorithms can explore a vast space of possibilities, discovering novel and unintuitive combinations that traditional methods and human intuition might miss.

Intelligent design: The xenobots were created using an evolutionary algorithm, which mimics natural selection by generating potential solutions and then repeatedly picking and mutating the most ...

At the heart of these studies lies a suite of algorithms known as ASTRAL, which Mirarab’s lab developed to infer evolutionary relationships with unprecedented scalability, accuracy, and speed.

In addition, radial basis function network (RBFN) and differential evolution (DA) were also introduced by the author. Then, the author proposed surrogate-assisted evolutionary algorithm with restart ...