The efficient global optimization (EGO) algorithm [1] is a widely used surrogate-based optimization algorithm for expensive single-objective optimiztion. The EGO algorithm starts by building an ...

Abstract: The present study provides an analysis on the characteristics of single-objective optimization benchmark problems as well as the algorithms used to solve them. The target optimization domain ...

Abstract: Solving single objective real-parameter optimization problems ... Usually, these problems are very complex and computationally expensive. A new algorithm, called jSO, is presented in this ...

First, the proposed algorithm employs two distinct multi-objective optimization models, whereas current methods optimize for a single multi-objective model throughout the entire search process. Second ...

To further compare the performance advantages and disadvantages of the IMOABC algorithm in planning paths for mobile robots, path planning experiments were conducted with the single-objective ...