Artificial intelligence

A Two-Level Hierarchical EDA Using Conjugate Priori

Estimation of distribution algorithms (EDAs) are stochastic optimization methods that guide the search by building and sampling probabilistic models. Inspired by Bayesian inference, we proposed a two-level hierarchical model based on beta …

A Memetic Algorithm for the Multi-objective Job Shop Flexible Scheduling Problem

In this paper, a new memetic algorithm (MA) is proposed for the muti-objective flexible job shop scheduling problem (MO-FJSP) with the objectives to minimize the makespan, total workload and critical workload. By using well-designed chromosome …