The optimisation of process planning has emerged as a pivotal aspect of modern manufacturing, where genetic algorithms (GAs ... involves a hybrid constrained permutation method that enhances ...

In this framework, evolution acts as an "encoder"—an algorithm that learns and constantly tweaks the weights in the genetic network, shaping the variables of the generative model. The processes ...

the team introduced three encoding methods that approximate the quantum state of the data using much shallower circuits. These methods—matrix product state, genetic, and variational algorithms ...