Abstract: Bayesian optimization (BO) is a widely used method for expensive black-box optimization. The BO algorithm can effectively solve low-dimensional problems, but its performance of BO decreases ...
Abstract: The 0-1 Knapsack Problem (KP) and Bin Packing Problem (BPP) are NP-hard combinatorial optimization challenges often tackled using metaheuristics. Both problems have prominent utilization in ...