Bo Liu
Orcid: 0000-0002-3093-4571Affiliations:
- Glyndwr University, Wrexham, UK
- KU Leuven, Belgium (PhD 2012)
- Tsinghua University, Beijing, China (former)
According to our database1,
Bo Liu
authored at least 45 papers
between 2007 and 2022.
Collaborative distances:
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Bibliography
2022
An Efficient Analog Circuit Sizing Method Based on Machine Learning Assisted Global Optimization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022
2021
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021
2020
A Comprehensive Survey of "Metamaterial Transmission-Line Based Antennas: Design, Challenges, and Applications".
IEEE Access, 2020
Efficient Design Optimization of High-Performance MEMS Based on a Surrogate-Assisted Self-Adaptive Differential Evolution.
IEEE Access, 2020
Hybrid Single and Multiobjective optimization for Engineering Design without Exact Specifications.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Time and Frequency Domain Simulation, Measurement and Optimization of Log-Periodic Antennas.
Wirel. Pers. Commun., 2019
A Parallel Surrogate Model Assisted Evolutionary Algorithm for Electromagnetic Design Optimization.
IEEE Trans. Emerg. Top. Comput. Intell., 2019
IEEE Access, 2019
Proceedings of the 2nd IEEE Middle East and North Africa COMMunications Conference, 2019
2018
Efficient Global Optimization of Actuator Based on a Surrogate Model Assisted Hybrid Algorithm.
IEEE Trans. Ind. Electron., 2018
2017
J. Comput. Des. Eng., 2017
2016
A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems.
J. Comput. Sci., 2016
Efficient global optimization of MEMS based on surrogate model assisted evolutionary algorithm.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016
A surrogate model assisted evolutionary algorithm for computationally expensive design optimization problems with discrete variables.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
Automated Design of Analog and High-frequency Circuits - A Computational Intelligence Approach
Studies in Computational Intelligence 501, Springer, ISBN: 978-3-642-39161-3, 2014
A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems.
IEEE Trans. Evol. Comput., 2014
GASPAD: A General and Efficient mm-Wave Integrated Circuit Synthesis Method Based on Surrogate Model Assisted Evolutionary Algorithm.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2014
Network on Chip optimization based on surrogate model assisted evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization.
IEEE Trans. Evol. Comput., 2013
2012
Computational Intelligence Techniques for Automated Design of Analog and High-frequency Circuits (Technieken uit computationele intelligentie voor het geautomatiseerd ontwerpen van analoge en hoogfrequente schakelingen).
PhD thesis, 2012
An Efficient High-Frequency Linear RF Amplifier Synthesis Method Based on Evolutionary Computation and Machine Learning Techniques.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012
A fast analog circuit yield estimation method for medium and high dimensional problems.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
Efficient multi-objective synthesis for microwave components based on computational intelligence techniques.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012
Self-adaptive lower confidence bound: A new general and effective prescreening method for Gaussian Process surrogate model assisted evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Synthesis of Integrated Passive Components for High-Frequency RF ICs Based on Evolutionary Computation and Machine Learning Techniques.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011
Efficient and Accurate Statistical Analog Yield Optimization and Variation-Aware Circuit Sizing Based on Computational Intelligence Techniques.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2011
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011
Global optimization of integrated transformers for high frequency microwave circuits using a Gaussian process based surrogate model.
Proceedings of the Design, Automation and Test in Europe, 2011
2010
An accurate and efficient yield optimization method for analog circuits based on computing budget allocation and memetic search technique.
Proceedings of the Design, Automation and Test in Europe, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
A memetic approach to the automatic design of high-performance analog integrated circuits.
ACM Trans. Design Autom. Electr. Syst., 2009
Integr., 2009
Less expensive and high quality stopping criteria for MC-based analog IC yield optimization.
Proceedings of the 16th IEEE International Conference on Electronics, 2009
A fuzzy selection based constraint handling method for multi-objective optimization of analog cells.
Proceedings of the 19th European Conference on Circuit Theory and Design, 2009
Fuzzy selection based differential evolution algorithm for analog cell sizing capturing imprecise human intentions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
An effective parameter extraction method based on memetic differential evolution algorithm.
Microelectron. J., 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
2007
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007
The Air Traffic Flow Management with Dynamic Capacity and Co-evolutionary Genetic Algorithm.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007
Proceedings of the Third International Conference on Natural Computation, 2007
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
A memetic co-evolutionary differential evolution algorithm for constrained optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007