Bo Liu

ORCID

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 17

Top Venues

IEEE Access

J. Comput. Des. Eng.

CEC

IEEE Congress on Evolutionary Computation

Katholieke Universiteit Leuven, Belgium (PHD)

Education History

Katholieke Universiteit Leuven, Belgium

PHD

Publications

Ahmet Faruk Budak, Miguel Gandara, Wei Shi, David Z. Pan, Nan Sun, Bo Liu
An Efficient Analog Circuit Sizing Method Based on Machine Learning Assisted Global Optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (5) (2022)
Ahmet F. Budak, Prateek Bhansali, Bo Liu, Nan Sun, David Z. Pan, Chandramouli V. Kashyap
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks. CoRR (2021)
Ahmet F. Budak, Prateek Bhansali, Bo Liu, Nan Sun, David Z. Pan, Chandramouli V. Kashyap
DNN-Opt: An RL Inspired Optimization for Analog Circuit Sizing using Deep Neural Networks. DAC (2021)
Mohammad Alibakhshi Kenari, Bal S. Virdee, Leyre Azpilicueta, Mohammad Naser-Moghadasi, Mobayode O. Akinsolu, Chan Hwang See, Bo Liu, Raed A. Abd-Alhameed, Francisco Falcone, Isabelle Huynen, Tayeb A. Denidni, Ernesto Limiti
A Comprehensive Survey of "Metamaterial Transmission-Line Based Antennas: Design, Challenges, and Applications". IEEE Access 8 (2020)
Bo Liu, Mobayode O. Akinsolu, Qingfu Zhang
Hybrid Single and Multiobjective optimization for Engineering Design without Exact Specifications. CEC (2020)
Mobayode O. Akinsolu, Bo Liu, Pavlos I. Lazaridis, Keyur K. Mistry, Maria Evelina Mognaschi, Paolo Di Barba, Zaharias D. Zaharis
Efficient Design Optimization of High-Performance MEMS Based on a Surrogate-Assisted Self-Adaptive Differential Evolution. IEEE Access 8 (2020)
Keyur K. Mistry, Pavlos I. Lazaridis, Zaharias D. Zaharis, Mobayode O. Akinsolu, Bo Liu, Thomas D. Xenos, Ian A. Glover, Ramjee Prasad
Time and Frequency Domain Simulation, Measurement and Optimization of Log-Periodic Antennas. Wirel. Pers. Commun. 107 (2) (2019)
Qiang Hua, Yi Huang, Chaoyun Song, Mobayode O. Akinsolu, Bo Liu, Tianyuan Jia, Qian Xu, Ahmed Al-Tahmeesschi
A Novel Compact Quadruple-Band Indoor Base Station Antenna for 2G/3G/4G/5G Systems. IEEE Access 7 (2019)
Mobayode O. Akinsolu, Bo Liu, Vic Grout, Pavlos I. Lazaridis, Maria Evelina Mognaschi, Paolo Di Barba
A Parallel Surrogate Model Assisted Evolutionary Algorithm for Electromagnetic Design Optimization. IEEE Trans. Emerg. Top. Comput. Intell. 3 (2) (2019)
Mobayode O. Akinsolu, Isah M. Danjuma, Keyur K. Mistry, Bo Liu, Raed A. Abd-Alhameed, Pavlos I. Lazaridis, Zaharias D. Zaharis, Peter S. Excell
Efficient AI-Driven Design of Microwave Antennas Using PSADEA. MENACOMM (2019)
Bo Liu, Vic Grout, Anna Nikolaeva
Efficient Global Optimization of Actuator Based on a Surrogate Model Assisted Hybrid Algorithm. IEEE Trans. Ind. Electron. 65 (7) (2018)
Bo Liu, Alexander Irvine, Mobayode O. Akinsolu, Omer Arabi, Vic Grout, Nazar T. Ali
GUI design exploration software for microwave antennas. J. Comput. Des. Eng. 4 (4) (2017)
Bo Liu, Slawomir Koziel, Nazar T. Ali
SADEA-II: A generalized method for efficient global optimization of antenna design. J. Comput. Des. Eng. 4 (2) (2017)
Bo Liu, Anna Nikolaeva
Efficient global optimization of MEMS based on surrogate model assisted evolutionary algorithm. DATE (2016)
Bo Liu, Nan Sun, Qingfu Zhang, Vic Grout, Georges G. E. Gielen
A surrogate model assisted evolutionary algorithm for computationally expensive design optimization problems with discrete variables. CEC (2016)
Bo Liu, Slawomir Koziel, Qingfu Zhang
A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems. J. Comput. Sci. 12 (2016)
Mengyuan Wu, Sam Kwong, Qingfu Zhang, Ke Li, Ran Wang, Bo Liu
Two-Level Stable Matching-Based Selection in MOEA/D. SMC (2015)
Mengyuan Wu, Ammar Karkar, Bo Liu, Alex Yakovlev, Georges G. E. Gielen, Vic Grout
Network on Chip optimization based on surrogate model assisted evolutionary algorithms. IEEE Congress on Evolutionary Computation (2014)
Bo Liu, Dixian Zhao, Patrick Reynaert, Georges G. E. Gielen
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. 33 (2) (2014)
Bo Liu, Qin Chen, Qingfu Zhang, Georges G. E. Gielen, Vic Grout
Behavioral study of the surrogate model-aware evolutionary search framework. IEEE Congress on Evolutionary Computation (2014)
Bo Liu, Qingfu Zhang, Georges G. E. Gielen
A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems. IEEE Trans. Evol. Comput. 18 (2) (2014)
Bo Liu, Qingfu Zhang, Francisco V. Fernández, Georges G. E. Gielen
An Efficient Evolutionary Algorithm for Chance-Constrained Bi-Objective Stochastic Optimization. IEEE Trans. Evol. Comput. 17 (6) (2013)
Bo Liu, Hadi Aliakbarian, Soheil Radiom, Guy A. E. Vandenbosch, Georges G. E. Gielen
Efficient multi-objective synthesis for microwave components based on computational intelligence techniques. DAC (2012)
Bo Liu, Jarir Messaoudi, Georges G. E. Gielen
A fast analog circuit yield estimation method for medium and high dimensional problems. DATE (2012)
Bo Liu, Qingfu Zhang, Francisco V. Fernández, Georges G. E. Gielen
Self-adaptive lower confidence bound: A new general and effective prescreening method for Gaussian Process surrogate model assisted evolutionary algorithms. IEEE Congress on Evolutionary Computation (2012)
Bo Liu, Noël Deferm, Dixian Zhao, Patrick Reynaert, Georges G. E. Gielen
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. 31 (7) (2012)
Bo Liu, Dixian Zhao, Patrick Reynaert, Georges G. E. Gielen
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. 30 (10) (2011)
Bo Liu, Ying He, Patrick Reynaert, Georges G. E. Gielen
Global optimization of integrated transformers for high frequency microwave circuits using a Gaussian process based surrogate model. DATE (2011)
Bo Liu, Murat Pak, Xuezhi Zheng, Georges G. E. Gielen
A novel operating-point driven method for the sizing of analog IC. ISCAS (2011)
Bo Liu, Francisco V. Fernández, Georges G. E. Gielen
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. 30 (6) (2011)
Bo Liu, Francisco V. Fernández, Qingfu Zhang, Murat Pak, Suha Sipahi, Georges G. E. Gielen
An enhanced MOEA/D-DE and its application to multiobjective analog cell sizing. IEEE Congress on Evolutionary Computation (2010)
Bo Liu, Francisco V. Fernández, Georges G. E. Gielen
An accurate and efficient yield optimization method for analog circuits based on computing budget allocation and memetic search technique. DATE (2010)
Bo Liu, Francisco V. Fernández, Peng Gao, Georges G. E. Gielen
A fuzzy selection based constraint handling method for multi-objective optimization of analog cells. ECCTD (2009)
Bo Liu, Francisco V. Fernández, Dimitri de Jonghe, Georges G. E. Gielen
Less expensive and high quality stopping criteria for MC-based analog IC yield optimization. ICECS (2009)
Bo Liu, Yan Wang, Zhiping Yu, Leibo Liu, Miao Li, Zheng Wang, Jing Lu, Francisco V. Fernández
Analog circuit optimization system based on hybrid evolutionary algorithms. Integr. 42 (2) (2009)
Bo Liu, Francisco V. Fernández, Georges G. E. Gielen, Rafael Castro-López, Elisenda Roca
A memetic approach to the automatic design of high-performance analog integrated circuits. ACM Trans. Design Autom. Electr. Syst. 14 (3) (2009)
Bo Liu, Francisco V. Fernández, Georges G. E. Gielen
Fuzzy selection based differential evolution algorithm for analog cell sizing capturing imprecise human intentions. IEEE Congress on Evolutionary Computation (2009)
Bo Liu, Xuejun Zhang, Hannan Ma
Hybrid differential evolution for noisy optimization. IEEE Congress on Evolutionary Computation (2008)
Bo Liu, Jing Lu, Yan Wang, Yang Tang
An effective parameter extraction method based on memetic differential evolution algorithm. Microelectron. J. 39 (12) (2008)
Bo Liu, Xuejun Zhang, Shangran Xie, Hannan Ma
Variable Weights Decision-Making and Its Fuzzy Inference Implementation. FSKD (2) (2007)
Bo Liu, Hannan Ma, Xuejun Zhang, Yan Zhou
A memetic co-evolutionary differential evolution algorithm for constrained optimization. IEEE Congress on Evolutionary Computation (2007)
Bo Liu, Hannan Ma, Xuejun Zhang
A Co-evolutionary Differential Evolution Algorithm for Constrained Optimization. ICNC (4) (2007)
Xie Zhang, Xuejun Zhang, Jun Zhang, Bo Liu
Optimization of Sequencing for Aircraft Arrival Based on Approach Routes. ITSC (2007)
Xuejun Zhang, Yan Zhou, Bo Liu, Zheng Wang
The Air Traffic Flow Management with Dynamic Capacity and Co-evolutionary Genetic Algorithm. ITSC (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Bo Liu