A review and evaluation of multi and many-objective optimization: Methods and algorithms

F Karami, AB Dariane - Global Journal of Ecology, 2022 - agriscigroup.us
Most optimization problems naturally have several objectives, usually in conflict with each
other. The problems with two or three objective functions are referred to as Multi-Objective …

An improved vibrating particles system method for many-criteria engineering design applications

M Nejlaoui - 2024 - otik.uk.zcu.cz
Optimization is getting more and more important due to its application in real engineering
problems. Recently, the vibrating particles system algorithm has been developed as an …

A comparative performance analysis of evolutionary algorithms on k-median and facility location problems

X Peng, X Xia, R Zhu, L Lin, H Gao, P He - Soft Computing, 2018 - Springer
Abstract k-median and facility location problems are classical NP-hard combinatorial
optimization problems. Although there are many experimental studies on them, their …

Rigorous Running Time Analysis of a Simple Immune-Based Multi-Objective Optimizer for Bi-Objective Pseudo-Boolean Functions

S Zhou, X Peng, Y Wang, X Xia - Journal of Shanghai Jiaotong University …, 2018 - Springer
A simple immune-based multi-objective optimizer (IBMO) is proposed, and a rigorous
running time analysis of IBMO on three proposed bi-objective pseudo-Boolean functions (Bi …