Workshop on Surrogate-Assisted Evolutionary Optimisation
摘要截稿:
全文截稿: 2019-03-27
开会时间: 2019-07-15
会议难度:
CCF分类: 无
会议地点: Prague, Czech Republic
Overview
Topics of interest include (but are not limited to):
Learning approaches for constructing surrogates
Model management in surrogate-assisted optimisation
Multi-level, multi-fidelity surrogates
Complexity and efficiency of surrogate-assisted methods
Surrogates-assisted evolutionary optimisation of computationally expensive problems
Data-driven optimisation
Model approximation in dynamic, robust and multi-modal optimisation
Model approximation in multi- and many-objective optimisation
Comparison of different modelling methods in surrogate construction
Surrogate-assisted identification of the feasible region
Comparison of evolutionary and non-evolutionary approaches with surrogate models
Performance assessment and improvement techniques in surrogate-assisted evolutionary computation