Multi-objective formulations are realistic models for many complex engineering optimization problems. In many real-life problems, objectives under consideration conflict with each …
This paper presents a multi-objective version of the artificial vultures optimization algorithm (AVOA) for a multi-objective optimization problem called a multi-objective AVOA (MOAVOA) …
S Yang, M Li, X Liu, J Zheng - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Balancing convergence and diversity plays a key role in evolutionary multiobjective optimization (EMO). Most current EMO algorithms perform well on problems with two or three …
Many different types of multi-objective optimization problems, eg multi-modal problems and large-scale problems, have been solved with high performance by numbers of tailored multi …
M Li, S Yang, X Liu - IEEE Transactions on Evolutionary …, 2013 - ieeexplore.ieee.org
It is commonly accepted that Pareto-based evolutionary multiobjective optimization (EMO) algorithms encounter difficulties in dealing with many-objective problems. In these …
H Li, Q Zhang - IEEE transactions on evolutionary computation, 2008 - ieeexplore.ieee.org
Partly due to lack of test problems, the impact of the Pareto set (PS) shapes on the performance of evolutionary algorithms has not yet attracted much attention. This paper …
J Liang, W Xu, C Yue, K Yu, H Song, OD Crisalle… - Swarm and evolutionary …, 2019 - Elsevier
This paper proposes a multimodal multiobjective Differential Evolution optimization algorithm (MMODE). The technique is conceived for deployment on problems with a Pareto …
To handle the multiobjective optimization problems of truss-bar design, this paper introduces a new metaheuristic multiobjective optimization algorithm. The proposed algorithm is based …
Q Zhang, A Zhou, Y Jin - IEEE Transactions on Evolutionary …, 2008 - ieeexplore.ieee.org
Under mild conditions, it can be induced from the Karush-Kuhn-Tucker condition that the Pareto set, in the decision space, of a continuous multiobjective optimization problem is a …