Recent advances in Bayesian optimization
Bayesian optimization has emerged at the forefront of expensive black-box optimization due
to its data efficiency. Recent years have witnessed a proliferation of studies on the …
to its data efficiency. Recent years have witnessed a proliferation of studies on the …
Co-design of an unmanned cable shovel for structural and control integrated optimization: A highly heterogeneous constrained multi-objective optimization algorithm
Unmanned cable shovel is an intelligence-based large machine used for excavating in open-
pit coal mines, with significant implications for the security and development of energy …
pit coal mines, with significant implications for the security and development of energy …
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets
Deploying models across diverse devices demands tradeoffs among multiple objectives due
to different resource constraints. Arguably, due to the small model trap problem in multi …
to different resource constraints. Arguably, due to the small model trap problem in multi …
Formulating approximation error as noise in surrogate-assisted multi-objective evolutionary algorithm
Many real multi-objective optimization problems with 20-50 decision variables often have
only a small number of function evaluations available, because of their heavy time/money …
only a small number of function evaluations available, because of their heavy time/money …
Towards solving expensive optimization problems with heterogeneous constraint costs
Expensive constrained optimization problems (ECOPs) are prevalent in practical
applications. Surrogate-assisted constrained evolutionary algorithms (SACEAs) are …
applications. Surrogate-assisted constrained evolutionary algorithms (SACEAs) are …
A Multi-Task Optimization-based Heterogeneous Expensive Multi-Objective Evolutionary Algorithm
C He, Y Zhang - 2024 3rd International Conference on Artificial …, 2024 - ieeexplore.ieee.org
Multi-objective optimization problems with different evaluation costs for performance metrics
or objective values are commonly seen in the real world. Such problems are known as …
or objective values are commonly seen in the real world. Such problems are known as …