IEEE

Improved Multi-Objective Particle Swarm Optimization Algorithm Based on Area Division With Application in Multi-UAV Task Assignment

Abstract: This paper concerns the multi-UAV task assignment problem, which is solved by a multi-objective particle swarm optimization algorithm for adaptive region partitioning. Since the traditional ...
Nature

An improved multi-objective particle swarm optimization algorithm for the design of foundation pit of rail transit upper cover project

In this study, a multi-objective particle swarm optimization (MOIPSO) algorithm is proposed to address complex optimization problems, including real-world engineering challenges. The algorithm retains ...
IEEE

Multi-Objective Multi-Exemplar Particle Swarm Optimization Algorithm With Local Awareness

Abstract: Many machine learning algorithms excel at handling problems with conflicting objectives. Multi-Objective Optimization (MOO) algorithms play a crucial role in this process by enabling them to ...
Nature

A PSO-based multi-objective multi-label feature selection method in classification

Feature selection is an important data preprocessing technique in multi-label classification. Although a large number of studies have been proposed to tackle feature selection problem, there are a few ...
Scientific Research Publishing

M. A. Abido, “Environmental/Economic Power Dispatch Using Multiobjective Evolutionary Algorithms,” IEEE Transactions on Power Systems, Vol. 18, No. 4, 2003, pp. 1529-1537 ...

ABSTRACT: A reference point based multi-objective optimization using a combination between trust region (TR) algorithm and particle swarm optimization (PSO) to solve the multi-objective ...