K Li, K Deb, X Yao - IEEE Transactions on Evolutionary …, 2017 - ieeexplore.ieee.org
Measuring the performance of an algorithm for solving multiobjective optimization problem has always been challenging simply due to two conflicting goals, ie, convergence and …
F Wang, Y Li, H Zhang, T Hu, XL Shen - Swarm and Evolutionary …, 2019 - Elsevier
Recently, multi-objective evolutionary algorithms (MOEAs) have been widely explored and applied to many real-world problems. Particularly, preference-based MOEAs are among the …
Q Li, J Zou, S Yang, J Zheng, G Ruan - Soft Computing, 2019 - Springer
There are some real-world problems in which multiple objectives conflict with each other and the objectives change with time. These problems require an optimization algorithm to …
G Dhiman, M Garg - Soft Computing, 2020 - Springer
This paper introduces a novel hybrid optimization algorithm called MoSSE by combining the features of Multi-objective Spotted Hyena Optimizer (MOSHO), Salp Swarm Algorithm (SSA) …
In the present work, a new digital design system, GenYacht, is proposed for the creation of optimal and user-centred yacht hull forms. GenYacht is a hybrid system involving generative …
This paper aims to analyze Iran's long-term power sector development from economic, environmental, social, and sustainable perspectives. For this purpose, a linear programming …
J Zou, Y Zhang, S Yang, Y Liu, J Zheng - Applied Soft Computing, 2018 - Elsevier
It is generally accepted that conflicts between convergence and distribution deteriorate with an increase in the number of objectives. Furthermore, Pareto dominance loses its …
G Yu, Y Jin, M Olhofer - IEEE Transactions on Evolutionary …, 2020 - ieeexplore.ieee.org
In preference-based optimization, knee points are considered the naturally preferred tradeoff solutions, especially when the decision maker has little a priori knowledge about the …
G Yu, Y Jin, M Olhofer - IEEE transactions on cybernetics, 2019 - ieeexplore.ieee.org
In multiobjective optimization, it is nontrivial for decision makers to articulate preferences without a priori knowledge, which is particularly true when the number of objectives …