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Christopher Hoyle
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Proceedings Papers

Constrained Bayesian Optimization Methods Using Regression and Classification Gaussian Processes As Constraints

Cole Jetton, Chengda Li, Christopher Hoyle
Proc. ASME. IDETC-CIE2023, Volume 3B: 49th Design Automation Conference (DAC), V03BT03A033, August 20–23, 2023
Publisher: American Society of Mechanical Engineers
Paper No: DETC2023-109993
https://doi.org/10.1115/DETC2023-109993
View Paper titled, Constrained Bayesian Optimization Methods Using Regression and Classification Gaussian Processes As Constraints
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Topics: Optimization
Journal Articles

Constraining the Feasible Design Space in Bayesian Optimization With User Feedback

Cole Jetton, Matthew Campbell, Christopher Hoyle
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. April 2024, 146(4): 041703.
Paper No: MD-23-1035
https://doi.org/10.1115/1.4063906
Published Online: November 13, 2023
View Article titled, Constraining the Feasible Design Space in Bayesian Optimization With User Feedback
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Topics: Algorithms, Design, Feedback, Optimization, Buckling
Journal Articles

Understanding Resilience Optimization Architectures: Alignment and Coupling in Multilevel Decomposition Strategies

Daniel Hulse, Christopher Hoyle
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2022, 144(11): 111704.
Paper No: MD-21-1671
https://doi.org/10.1115/1.4054993
Published Online: August 8, 2022
View Article titled, Understanding Resilience Optimization Architectures: Alignment and Coupling in Multilevel Decomposition Strategies
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Topics: Design, Optimization, Resilience, Architecture
Journal Articles

A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems

Arpan Biswas, Claudio Fuentes, Christopher Hoyle
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 014501.
Paper No: JCISE-21-1366
https://doi.org/10.1115/1.4054480
Published Online: May 20, 2022
View Article titled, A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems
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Topics: Design, Optimization, Regression models, Errors
Includes: Supplementary data
Proceedings Papers

Understanding Resilience Optimization Architectures With an Optimization Problem Repository

Daniel Hulse, Hongyang Zhang, Christopher Hoyle
Proc. ASME. IDETC-CIE2021, Volume 3A: 47th Design Automation Conference (DAC), V03AT03A039, August 17–19, 2021
Publisher: American Society of Mechanical Engineers
Paper No: DETC2021-70985
https://doi.org/10.1115/DETC2021-70985
View Paper titled, Understanding Resilience Optimization Architectures With an Optimization Problem Repository
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Topics: Architecture, Optimization, Resilience, Design, Algorithms, Cooling, Engineering simulation, Hazards, Pandemics, Risk management
Journal Articles

A Multi-Objective Bayesian Optimization Approach Using the Weighted Tchebycheff Method

Arpan Biswas, Claudio Fuentes, Christopher Hoyle
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2022, 144(1): 011703.
Paper No: MD-20-1759
https://doi.org/10.1115/1.4051787
Published Online: August 11, 2021
View Article titled, A Multi-Objective Bayesian Optimization Approach Using the Weighted Tchebycheff Method
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Topics: Design, Optimization
Proceedings Papers

An Approach to Bayesian Optimization in Optimizing Weighted Tchebycheff Multi-Objective Black-Box Functions

Arpan Biswas, Claudio Fuentes, Christopher Hoyle
Proc. ASME. IMECE2020, Volume 6: Design, Systems, and Complexity, V006T06A030, November 16–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2020-23414
https://doi.org/10.1115/IMECE2020-23414
View Paper titled, An Approach to Bayesian Optimization in Optimizing Weighted Tchebycheff Multi-Objective Black-Box Functions
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Topics: Optimization, Design, Risk, Calibration, Creep, Failure, Fatigue, Manufacturing, Pareto optimization, Pressure
Journal Articles

An Approach to Bayesian Optimization for Design Feasibility Check on Discontinuous Black-Box Functions

Arpan Biswas, Christopher Hoyle
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. March 2021, 143(3): 031716.
Paper No: MD-20-1404
https://doi.org/10.1115/1.4049742
Published Online: February 8, 2021
View Article titled, An Approach to Bayesian Optimization for Design Feasibility Check on Discontinuous Black-Box Functions
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Topics: Design, Optimization, Errors
Includes: Supplementary data
Proceedings Papers

Temporal Fault Injection Considerations in Resilience Quantification

Daniel Hulse, Christopher Hoyle, Irem Y. Tumer, Kai Goebel, Chetan Kulkarni
Proc. ASME. IDETC-CIE2020, Volume 11A: 46th Design Automation Conference (DAC), V11AT11A040, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22154
https://doi.org/10.1115/DETC2020-22154
View Paper titled, Temporal Fault Injection Considerations in Resilience Quantification
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Topics: Resilience, Errors, Design, Approximation, Dynamic models, Engineering simulation, Robustness, Simulation
Proceedings Papers

An Approach to Bayesian Optimization for Design Feasibility Check on Discontinuous Black-Box Functions

Arpan Biswas, Christopher Hoyle
Proc. ASME. IDETC-CIE2020, Volume 11B: 46th Design Automation Conference (DAC), V11BT11A017, August 17–19, 2020
Publisher: American Society of Mechanical Engineers
Paper No: DETC2020-22116
https://doi.org/10.1115/DETC2020-22116
View Paper titled, An Approach to Bayesian Optimization for Design Feasibility Check on Discontinuous Black-Box Functions
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Topics: Design, Optimization, Design methodology, Risk, Algorithms, Creep, Diffusion (Physics), Errors, Failure, Fatigue
Journal Articles

How Uncertain Is Too Uncertain? Validity Tests for Early Resilient and Risk-Based Design Processes

Daniel Hulse, Christopher Hoyle, Irem Y. Tumer, Kai Goebel
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. January 2021, 143(1): 011702.
Paper No: MD-20-1028
https://doi.org/10.1115/1.4047346
Published Online: July 24, 2020
View Article titled, How Uncertain Is Too Uncertain? Validity Tests for Early Resilient and Risk-Based Design Processes
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Topics: Design, Uncertainty, Risk, Resilience
Includes: Supplementary data
Journal Articles

Bilevel Flexible-Robust Optimization for Energy Allocation Problems

Arpan Biswas, Yong Chen, Nathan Gibson, Christopher Hoyle
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. September 2020, 6(3): 031002.
Paper No: RISK-19-1077
https://doi.org/10.1115/1.4046269
Published Online: May 25, 2020
View Article titled, Bilevel Flexible-Robust Optimization for Energy Allocation Problems
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Topics: Optimization, Reservoirs, Uncertainty
Journal Articles

Understanding the Impact of Decision Making on Robustness During Complex System Design: More Resilient Power Systems

Joseph R. Piacenza, Kenneth John Faller, II, Mir Abbas Bozorgirad, Eduardo Cotilla-Sanchez, Christopher Hoyle, Irem Y. Tumer
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. June 2020, 6(2): 021001.
Paper No: RISK-18-1099
https://doi.org/10.1115/1.4044471
Published Online: March 30, 2020
View Article titled, Understanding the Impact of Decision Making on Robustness During Complex System Design: More Resilient Power Systems
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Topics: Complex systems, Decision making, Design, Failure, Optimization, Power systems (Machinery), Robustness, Stress, Topology, Risk
Proceedings Papers

A Literature Review: Solving Constrained Non-Linear Bi-Level Optimization Problems With Classical Methods

Arpan Biswas, Christopher Hoyle
Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A025, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97192
https://doi.org/10.1115/DETC2019-97192
View Paper titled, A Literature Review: Solving Constrained Non-Linear Bi-Level Optimization Problems With Classical Methods
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Topics: Optimization, Computer programming, Design
Proceedings Papers

Decomposing Incentives for Early Resilient Design: Method and Validation

Daniel Hulse, Christopher Hoyle, Irem Y. Tumer, Kai Goebel
Proc. ASME. IDETC-CIE2019, Volume 2B: 45th Design Automation Conference, V02BT03A015, August 18–21, 2019
Publisher: American Society of Mechanical Engineers
Paper No: DETC2019-97466
https://doi.org/10.1115/DETC2019-97466
View Paper titled, Decomposing Incentives for Early Resilient Design: Method and Validation
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Topics: Resilience, Design, Uncertainty, Risk, Engineering design processes, Failure, Optimization, Power systems (Machinery), Redundancy (Engineering), Risk analysis
Journal Articles

Quantifying the Resilience-Informed Scenario Cost Sum: A Value-Driven Design Approach for Functional Hazard Assessment

Daniel Hulse, Christopher Hoyle, Kai Goebel, Irem Y. Tumer
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021403.
Paper No: MD-18-1503
https://doi.org/10.1115/1.4041571
Published Online: December 20, 2018
View Article titled, Quantifying the Resilience-Informed Scenario Cost Sum: A Value-Driven Design Approach for Functional Hazard Assessment
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Topics: Design, Failure, Resilience, Optimization, Flow (Dynamics), Simulation
Proceedings Papers

Model Validation in Early Phase of Designing Complex Engineered Systems

Elham Keshavarzi, Kai Goebel, Irem Y. Tumer, Christopher Hoyle
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A059, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85137
https://doi.org/10.1115/DETC2018-85137
View Paper titled, Model Validation in Early Phase of Designing Complex Engineered Systems
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Topics: Design, Model validation, Simulation, Failure, Failure mode and effects analysis, Manufacturing, Propulsion systems, Sensitivity analysis
Proceedings Papers

A Bi-Level Optimization Approach for Energy Allocation Problems

Arpan Biswas, Yong Chen, Christopher Hoyle
Proc. ASME. IDETC-CIE2018, Volume 2B: 44th Design Automation Conference, V02BT03A041, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85139
https://doi.org/10.1115/DETC2018-85139
View Paper titled, A Bi-Level Optimization Approach for Energy Allocation Problems
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Topics: Optimization, Reservoirs, Computer programming, Risk assessment, Uncertainty
Proceedings Papers

Optimizing Function-Based Fault Propagation Model Resilience Using Expected Cost Scoring

Daniel Hulse, Christopher Hoyle, Kai Goebel, Irem Y. Tumer
Proc. ASME. IDETC-CIE2018, Volume 2A: 44th Design Automation Conference, V02AT03A052, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-85318
https://doi.org/10.1115/DETC2018-85318
View Paper titled, Optimizing Function-Based Fault Propagation Model Resilience Using Expected Cost Scoring
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Topics: Resilience, Design, Optimization, Risk, Evolutionary algorithms, Failure, Flow (Dynamics), Simulation, Tradeoffs
Journal Articles

Design of Complex Engineered Systems Using Multi-Agent Coordination

Nicolás F. Soria Zurita, Mitchell K. Colby, Irem Y. Tumer, Christopher Hoyle, Kagan Tumer
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research-Article
J. Comput. Inf. Sci. Eng. March 2018, 18(1): 011003.
Paper No: JCISE-16-2099
https://doi.org/10.1115/1.4038158
Published Online: November 28, 2017
View Article titled, Design of Complex Engineered Systems Using Multi-Agent Coordination
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Topics: Design, Teams, Algorithms, Vehicles