79 citations · 350 across the 23 of their papers we have counts for
24 papers
Differential-Critic GAN: Generating What You Want by a Cue of Preferences
Yinghua Yao, Yuangang Pan, Ivor W. Tsang +1
This paper proposes Differential-Critic Generative Adversarial Network (DiCGAN) to learn the distribution of user-desired data when only partial instead of the entire dataset posse…
When Non-Elitism Meets Time-Linkage Problems
Weijie Zheng, Qiaozhi Zhang, Huanhuan Chen +1
Many real-world applications have the time-linkage property, and the only theoretical analysis is recently given by Zheng, et al. (TEVC 2021) on their proposed time-linkage OneMax…
A Novel Generalised Meta-Heuristic Framework for Dynamic Capacitated Arc Routing Problems
Hao Tong, Leandro L. Minku, Stefan Menzel +2
The capacitated arc routing problem (CARP) is a challenging combinatorial optimisation problem abstracted from many real-world applications, such as waste collection, road gritting…
Knee Point Identification Based on Trade-Off Utility
Ke Li, Haifeng Nie, Huifu Gao +1
Knee points, characterised as their smallest trade-off loss at all objectives, are attractive to decision makers in multi-criterion decision-making. In contrast, other Pareto-optim…
Analysis of Evolutionary Algorithms on Fitness Function with Time-linkage Property
Weijie Zheng, Huanhuan Chen, Xin Yao
In real-world applications, many optimization problems have the time-linkage property, that is, the objective function value relies on the current solution as well as the historica…
Dynamic Multi-objective Optimization of the Travelling Thief Problem
Daniel Herring, Michael Kirley, Xin Yao
Investigation of detailed and complex optimisation problem formulations that reflect realistic scenarios is a burgeoning field of research. A growing body of work exists for the Tr…