79 citations · 350 across the 23 of their papers we have counts for
12 papers · 1 filter
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…
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…
Does Preference Always Help? A Holistic Study on Preference-Based Evolutionary Multi-Objective Optimisation Using Reference Points
Ke Li, Minhui Liao, Kalyanmoy Deb +2
The ultimate goal of multi-objective optimisation is to help a decision maker (DM) identify solution(s) of interest (SOI) achieving satisfactory trade-offs among multiple conflicti…
Two-Archive Evolutionary Algorithm for Constrained Multi-Objective Optimization
Ke Li, Renzhi Chen, Guangtao Fu +1
When solving constrained multi-objective optimization problems, an important issue is how to balance convergence, diversity and feasibility simultaneously. To address this issue, t…