Off-line Data-driven Multi-objective Optimization: Knowledge Transfer between Surrogates and Generation of Final Solutions

Robust goal programming for multi-objective optimization of data-driven problems: A use case for the United States transportation command's liner rate setting problem

Omega ◽

10.1016/j.omega.2018.10.013 ◽

2020 ◽

Vol 90 ◽

pp. 101983 ◽

Cited By ~ 4

Author(s):

Robert W. Hanks ◽

Brian J. Lunday ◽

Jeffery D. Weir

Keyword(s):

United States ◽

Goal Programming ◽

The United States ◽

Data Driven ◽

Use Case ◽

Lecture Notes in Computer Science - Bioinspired Optimization Methods and Their Applications ◽

Data-Driven Preference-Based Deep Statistical Ranking for Comparing Multi-objective Optimization Algorithms

10.1007/978-3-319-91641-5_12 ◽

2018 ◽

pp. 138-150

Author(s):

Tome Eftimov ◽

Peter Korošec ◽

Barbara Koroušić Seljak

Keyword(s):

Optimization Algorithms ◽

Data Driven ◽

Multi Objective ◽

Statistical Ranking

A data-driven health monitoring method using multi-objective optimization and stacked autoencoder based health indicator

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.2999323 ◽

2020 ◽

pp. 1-1 ◽

Cited By ~ 1

Author(s):

Zhiwen Chen ◽

Rongjie Guo ◽

Zhi Lin ◽

Tao Peng ◽

Xia Peng

Keyword(s):

Health Monitoring ◽

Data Driven ◽

Health Indicator ◽

Monitoring Method ◽

Multi Objective ◽

Stacked Autoencoder

Data-driven accurate design of variable blank holder force in sheet forming under interval uncertainty using sequential approximate multi-objective optimization

Future Generation Computer Systems ◽

10.1016/j.future.2017.02.048 ◽

2018 ◽

Vol 86 ◽

pp. 1242-1250 ◽

Cited By ~ 18

Author(s):

Yixiong Feng ◽

Zhifeng Zhang ◽

Guangdong Tian ◽

Zhihan Lv ◽

Shaoxu Tian ◽

...

Keyword(s):

Sheet Forming ◽

Interval Uncertainty ◽

Data Driven ◽

Blank Holder Force ◽

Blank Holder ◽

Multi Objective ◽

Variable Blank Holder Force ◽

Accurate Design

Evolutionary Data Driven Modeling and Multi Objective Optimization of Noisy Data Set in Blast Furnace Iron Making Process

steel research international ◽

10.1002/srin.201800121 ◽

2018 ◽

Vol 89 (9) ◽

pp. 1800121 ◽

Cited By ~ 5

Author(s):

Bashista Kumar Mahanta ◽

Nirupam Chakraborti

Keyword(s):

Blast Furnace ◽

Noisy Data ◽

Data Driven ◽

Data Set ◽

Multi Objective ◽

Data Driven Modeling

Data-driven predictive maintenance policy based on multi-objective optimization approaches for the component repairing problem

Engineering Optimization ◽

10.1080/0305215x.2020.1823381 ◽

2020 ◽

pp. 1-20 ◽

Cited By ~ 1

Author(s):

Ornella Pisacane ◽

Domenico Potena ◽

Sara Antomarioni ◽

Maurizio Bevilacqua ◽

Filippo Emanuele Ciarapica ◽

...

Keyword(s):

Predictive Maintenance ◽

Data Driven ◽

Maintenance Policy ◽

Data-Driven Fault-Aware Multi-objective Optimization for Flexible Job-Shop Scheduling Problem

Lecture Notes in Electrical Engineering - Artificial Intelligence in China ◽

10.1007/978-981-15-8599-9_31 ◽

2021 ◽

pp. 261-269

Author(s):

Zhibo Sui ◽

Xiaoxia Li ◽

Jie Yang ◽

Jianxing Liu

Keyword(s):

Job Shop ◽

Job Shop Scheduling ◽

Data Driven ◽

Flexible Job Shop ◽

Scheduling Problem ◽

Flexible Job Shop Scheduling ◽

Job Shop Scheduling Problem ◽

Shop Scheduling ◽

Computational Study on Effectiveness of Knowledge Transfer in Dynamic Multi-objective Optimization

2020 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec48606.2020.9185907 ◽

2020 ◽

Author(s):

Gan Ruan ◽

Leandro L. Minku ◽

Stefan Menzel ◽

Bernhard Sendhoff ◽

Xin Yao

Keyword(s):

Knowledge Transfer ◽

Computational Study ◽

Optimal design of hot rolling process for C-Mn steel by combining industrial data-driven model and multi-objective optimization algorithm

Journal of Iron and Steel Research International ◽

10.1007/s42243-018-0101-8 ◽

2018 ◽

Vol 25 (7) ◽

pp. 700-705 ◽

Cited By ~ 4

Author(s):

Si-wei Wu ◽

Xiao-guang Zhou ◽

Jia-kuang Ren ◽

Guang-ming Cao ◽

Zhen-yu Liu ◽

...

Keyword(s):

Optimal Design ◽

Optimization Algorithm ◽

Hot Rolling ◽

Rolling Process ◽

Data Driven ◽

Industrial Data ◽

Multi Objective ◽

Hot Rolling Process ◽

Mn Steel

Multi-Objective Optimization and Data-Driven Constraint Adaptive Predictive Control for Efficient and Stable Operation of PEMFC System

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2020.3040662 ◽

2020 ◽

pp. 1-1

Author(s):

Qi Li ◽

Liangzhen Yin ◽

Hanqing Yang ◽

Tianhong Wang ◽

Yibin Qiu ◽

...

Keyword(s):

Predictive Control ◽

Data Driven ◽

Stable Operation ◽

Multi Objective ◽

Adaptive Predictive Control