Tianjun Liao

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 18

Top Topics

Growing Neural Gas

Power Generation

Continuous Optimization

Ant Colony Optimization

Top Venues

IEEE Trans. Veh. Technol.

IEEE Trans. Evol. Comput.

Publications

Xiaoxi Zhang, Yongjun Pan, Junxiao Zhou, Zhixiong Li, Tianjun Liao, Jie Li
Forward and reverse design of adhesive in batteries via dynamics and machine learning algorithms for enhanced mechanical safety. Reliab. Eng. Syst. Saf. 247 (2024)
Rui Hong, Feng Yao, Tianjun Liao, Lining Xing, Zhaoquan Cai, Feng Hou
Growing neural gas assisted evolutionary many-objective optimization for handling irregular Pareto fronts. Swarm Evol. Comput. 78 (2023)
Quansheng Sun, Tianjun Liao, Haibo Du, Yinfeng Zhao, Chih-Chiang Chen
A Method of Merging Maps for MUAVs Based on an Improved Genetic Algorithm. Sensors 23 (1) (2023)
Jiaxing Li, Guohua Wu, Tianjun Liao, Mingfeng Fan, Xiao Mao, Witold Pedrycz
Task Scheduling Under a Novel Framework for Data Relay Satellite Network via Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 72 (5) (2023)
Meng Guo, Tianjun Liao, Junjie Wang, Zhongkui Li
Hierarchical Motion Planning under Probabilistic Temporal Tasks and Safe-Return Constraints. CoRR (2023)
Mingfeng Fan, Yaoxin Wu, Tianjun Liao, Zhiguang Cao, Hongliang Guo, Guillaume Sartoretti, Guohua Wu
Deep Reinforcement Learning for UAV Routing in the Presence of Multiple Charging Stations. IEEE Trans. Veh. Technol. 72 (5) (2023)
Meng Guo, Tianjun Liao, Junjie Wang, Zhongkui Li
Hierarchical Motion Planning Under Probabilistic Temporal Tasks and Safe-Return Constraints. IEEE Trans. Autom. Control. 68 (11) (2023)
Qihai Sun, Tianjun Liao, Zhi-Wei Liu, Ming Chi, Dingxin He
Fixed-Time Coverage Control of Mobile Robot Networks Considering the Time Cost Metric. Sensors 22 (22) (2022)
Rui Wang, Zhongbao Zhou, Hisao Ishibuchi, Tianjun Liao, Tao Zhang
Localized Weighted Sum Method for Many-Objective Optimization. IEEE Trans. Evol. Comput. 22 (1) (2018)
Niping Jia, Zhiwei Yang, Tianjun Liao, Yajie Dou, Kewei Yang
A System Dynamics Model for Analyzing Swarming UAVs Air Combat System. SoSE (2018)
Leilei Chang, Tianjun Liao, Jiang Jiang
A case study of the generation, description, modeling and assessment of technology system of systems. ISKE (2017)
Mingfa Zheng, Yuan Yi, Zutong Wang, Tianjun Liao
Relations among efficient solutions in uncertain multiobjective programming. Fuzzy Optim. Decis. Mak. 16 (3) (2017)
Licheng Lu, Qunyan Ren, Li Ma, Shengming Guo, Tianjun Liao
Sediment acoustic characterization by optimizing single-beam sonar echoes. ICSPCC (2017)
Mingfa Zheng, Yuan Yi, Zutong Wang, Tianjun Liao
Efficient solution concepts and their application in uncertain multiobjective programming. Appl. Soft Comput. 56 (2017)
Shiming Li, Duo Liu, Chaoneng Xiang, Jianfeng Liu, Yingjian Ling, Tianjun Liao, Liang Liang
FitCNN: A cloud-assisted lightweight convolutional neural network framework for mobile devices. RTCSA (2017)
Qi Xiong, Guiming Chen, Zhaojun Mao, Tianjun Liao, Leilei Chang
Computational requirments analysis on the conjunctive and disjunctive assumptions for The Belief Rule Base. ICMLC (2017)
Xiaobo Li, Weiping Wang, Zhe Shu, Ning Zhu, Hua He, Tianjun Liao
A system-of-systems architecture-driven modeling method for combat system effectiveness simulation. ISSE (2016)
Xiaobo Li, Tianjun Liao, Weiping Wang, Zhe Shu, Ning Zhu, Yonglin Lei
An Ontology Based Domain-Specific Composable Modeling Method for Complex Simulation Systems. AsiaSim/SCS AutumnSim (1) (2016)
Tianjun Liao
Population-based heuristic algorithms for continuous and mixed discrete-continuous optimization problems. 4OR 13 (3) (2015)
Yan Zhang, Rui Wang, Tao Zhang, Tianjun Liao, Yajie Liu, Bo Guo
Stochastic Model Predictive Control Based Economic Dispatch for Hybrid Energy System Including Wind and Energy Storage Devices. SSCI (2015)
Xiaoyu Zhang, Rui Wang, Tianjun Liao, Tao Zhang, Yabin Zha
Short-Term Forecasting of Wind Power Generation Based on the Similar Day and Elman Neural Network. SSCI (2015)
Tianjun Liao, Daniel Molina, Thomas Stützle
Performance evaluation of automatically tuned continuous optimizers on different benchmark sets. Appl. Soft Comput. 27 (2015)
Tianjun Liao, Thomas Stützle, Marco Antonio Montes de Oca, Marco Dorigo
A unified ant colony optimization algorithm for continuous optimization. Eur. J. Oper. Res. 234 (3) (2014)
Tianjun Liao, Ruijun Li, Guangrong You, Ke-Wei Yang
Simulation-based ant colony optimization for complex system configuration problems. SoSE (2014)
Tianjun Liao, Krzysztof Socha, Marco Antonio Montes de Oca, Thomas Stützle, Marco Dorigo
Ant Colony Optimization for Mixed-Variable Optimization Problems. IEEE Trans. Evol. Comput. 18 (4) (2014)
Tianjun Liao, Daniel Molina, Marco Antonio Montes de Oca, Thomas Stützle
A Note on Bound Constraints Handling for the IEEE CEC'05 Benchmark Function Suite. Evol. Comput. 22 (2) (2014)
Tianjun Liao, Marco Antonio Montes de Oca, Thomas Stützle
Computational results for an automatically tuned CMA-ES with increasing population size on the CEC'05 benchmark set. Soft Comput. 17 (6) (2013)
Tianjun Liao, Thomas Stützle
Testing the impact of parameter tuning on a variant of IPOP-CMA-ES with a bounded maximum population size on the noiseless BBOB testbed. GECCO (Companion) (2013)
Tianjun Liao, Thomas Stützle
Expensive optimization scenario: IPOP-CMA-ES with a population bound mechanism for noiseless function testbed. GECCO (Companion) (2013)
Tianjun Liao, Dogan Aydin, Thomas Stützle
Artificial bee colonies for continuous optimization: Experimental analysis and improvements. Swarm Intell. 7 (4) (2013)
Tianjun Liao, Thomas Stützle
Bounding the population size of IPOP-CMA-ES on the noiseless BBOB testbed. GECCO (Companion) (2013)
Tianjun Liao, Thomas Stützle
Benchmark results for a simple hybrid algorithm on the CEC 2013 benchmark set for real-parameter optimization. IEEE Congress on Evolutionary Computation (2013)
Manuel López-Ibáñez, Tianjun Liao, Thomas Stützle
On the Anytime Behavior of IPOP-CMA-ES. PPSN (1) (2012)
Tianjun Liao, Daniel Molina, Thomas Stützle, Marco Antonio Montes de Oca, Marco Dorigo
An ACO algorithm benchmarked on the BBOB noiseless function testbed. GECCO (Companion) (2012)
Tianjun Liao, Marco Antonio Montes de Oca, Dogan Aydin, Thomas Stützle, Marco Dorigo
An incremental ant colony algorithm with local search for continuous optimization. GECCO (2011)
Dogan Aydin, Tianjun Liao, Marco Antonio Montes de Oca, Thomas Stützle
Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm. Artificial Evolution (2011)
Tianjun Liao, Marco Antonio Montes de Oca, Thomas Stützle
Tuning parameters across mixed dimensional instances: a performance scalability study of Sep-G-CMA-ES. GECCO (Companion) (2011)