Christine A. Shoemaker

51 papers A* 2B 4Misc 3Journal 37Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Enhanced watershed model evaluation incorporating hydrologic signatures and consistency within efficient surrogate multi-objective optimization.
Environ. Model. Softw.
Wei Xia, Taimoor Akhtar, Wei Lu, Christine A. Shoemaker
2024 J jnl
Solving higher dimensional expensive black box global optimization problems using sparse directional search on surrogates.
Math. Program. Comput.
Limeng Liu, Muming Yang, Christine A. Shoemaker, Tingting Xie
2023 J jnl
Reference Vector Assisted Candidate Search with Aggregated Surrogate for Computationally Expensive Many Objective Optimization Problems.
INFORMS J. Comput.
Wenyu Wang, Christine A. Shoemaker
2022 J jnl
Improving the speed of global parallel optimization on PDE models with processor affinity scheduling.
Comput. Aided Civ. Infrastructure Eng.
Wei Xia, Christine A. Shoemaker
2022 J jnl
Integrating ε-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems.
J. Glob. Optim.
Wenyu Wang, Taimoor Akhtar, Christine A. Shoemaker
2021 J jnl
Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models.
Environ. Model. Softw.
Wei Xia, Christine A. Shoemaker, Taimoor Akhtar, Manh-Tuan Nguyen
2021 B conf
Hyper-Parameter Optimization for Deep Learning by Surrogate-based Model with Weighted Distance Exploration.
CEC
Zhenhua Li, Christine A. Shoemaker
2021 J jnl
Input parameter tuning of 3D biodiesel engine simulation using parallel surrogate optimization algorithm.
Comput. Chem. Eng.
Liping Wei, Peng Jiang, Wenming Yang, Xiao Liu, Yanjun Dai, Christine A. Shoemaker, Chi-Hwa Wang
2021 J jnl
Multi-objective optimization of an integrated biomass waste fixed-bed gasification system for power and biochar co-production.
Comput. Chem. Eng.
Xin He, Chi-Hwa Wang, Christine A. Shoemaker
2020 Misc conf
A Hybrid of Shrinking Ball Method and Optimal Large Deviation Rate Estimation in Continuous Contextual Simulation Optimization with Single Observation.
WSC
Xiao Jin, Yichi Shen, Loo Hay Lee, Ek Peng Chew, Christine A. Shoemaker
2020 — conf
Combining Adaptive Budget Allocation with Surrogate Methodology in Solving Continuous Scenario-based Simulation Optimization.
CASE
Xiao Jin, Yichi Shen, Haobin Li, Loo Hay Lee, Ek Peng Chew, Christine A. Shoemaker
2020 A* conf
CuttleSys: Data-Driven Resource Management for Interactive Services on Reconfigurable Multicores.
MICRO
Neeraj Kulkarni, Gonzalo Gonzalez-Pumariega, Amulya Khurana, Christine A. Shoemaker, Christina Delimitrou, David H. Albonesi
2020 J jnl
CuttleSys: Data-Driven Resource Management forInteractive Applications on Reconfigurable Multicores.
CoRR
Neeraj Kulkarni, Gonzalo Gonzalez-Pumariega, Amulya Khurana, Christine A. Shoemaker, Christina Delimitrou, David H. Albonesi
2020 Misc conf
Global Optimization for Noisy Expensive Black-Box Multi-Modal Functions Via Radial Basis Function Surrogate.
WSC
Yichi Shen, Christine A. Shoemaker
2019 J jnl
An on-line variable-fidelity surrogate-assisted harmony search algorithm with multi-level screening strategy for expensive engineering design optimization.
Knowl. Based Syst.
Jin Yi, Liang Gao, Xinyu Li, Christine A. Shoemaker, Chao Lu
2019 J jnl
Efficient Multi-Objective Optimization through Population-based Parallel Surrogate Search.
CoRR
Taimoor Akhtar, Christine A. Shoemaker
2019 — conf
SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters.
WCGO
Taimoor Akhtar, Christine A. Shoemaker
2019 — conf
Surrogate Many Objective Optimization: Combining Evolutionary Search, \epsilon -Dominance and Connected Restarts.
WCGO
Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang
2019 J jnl
pySOT and POAP: An event-driven asynchronous framework for surrogate optimization.
CoRR
David Eriksson, David Bindel, Christine A. Shoemaker
2017 Misc conf
An Adaptive Particle Swarm Algorithm for Unconstrained Global Optimization of Multimodal Functions.
ICMLC
P. Jiang, Xiao Liu, Christine A. Shoemaker
2017 J jnl
Managing competitive municipal solid waste treatment systems: An agent-based approach.
Eur. J. Oper. Res.
Zhou He, Jie Xiong, Tsan Sheng Ng, Bo Fan, Christine A. Shoemaker
2017 J jnl
SOMS: SurrOgate MultiStart algorithm for use with nonlinear programming for global optimization.
Int. Trans. Oper. Res.
Tipaluck Krityakierne, Christine A. Shoemaker
2016 J jnl
Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model.
CoRR
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine A. Shoemaker
2016 J jnl
Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection.
J. Glob. Optim.
Taimoor Akhtar, Christine A. Shoemaker
2016 J jnl
SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems.
J. Glob. Optim.
Tipaluck Krityakierne, Taimoor Akhtar, Christine A. Shoemaker
2015 — conf
Global sensitivity analysis for computationally expensive models based on radial basis function interpolationand optimization.
IEEM
Christine A. Shoemaker, Yilun Wang
2015 J jnl
Hierarchical multi-reservoir optimization modeling for real-world complexity with application to the Three Gorges system.
Environ. Model. Softw.
Fang-Fang Li, Christine A. Shoemaker, Jun Qiu, Jia-Hua Wei
2014 J jnl
Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for computationally expensive black-box global optimization problems.
J. Glob. Optim.
Juliane Müller, Christine A. Shoemaker
2014 J jnl
SO-I: a surrogate model algorithm for expensive nonlinear integer programming problems including global optimization applications.
J. Glob. Optim.
Juliane Müller, Christine A. Shoemaker, Robert Piché
2014 B conf
SO-MODS: Optimization for high dimensional computationally expensive multi-modal functions with surrogate search.
IEEE Congress on Evolutionary Computation
Juliane Müller, Tipaluck Krityakierne, Christine A. Shoemaker
2013 J jnl
A quasi-multistart framework for global optimization of expensive functions using response surface models.
J. Glob. Optim.
Rommel G. Regis, Christine A. Shoemaker
2013 A* conf
Flicker: a dynamically adaptive architecture for power limited multicore systems.
ISCA
Paula Petrica, Adam M. Izraelevitz, David H. Albonesi, Christine A. Shoemaker
2013 J jnl
Global Convergence of Radial Basis Function Trust-Region Algorithms for Derivative-Free Optimization.
SIAM Rev.
Stefan M. Wild, Christine A. Shoemaker
2013 J jnl
SO-MI: A surrogate model algorithm for computationally expensive nonlinear mixed-integer black-box global optimization problems.
Comput. Oper. Res.
Juliane Müller, Christine A. Shoemaker, Robert Piché
2011 J jnl
Global Convergence of Radial Basis Function Trust Region Derivative-Free Algorithms.
SIAM J. Optim.
Stefan M. Wild, Christine A. Shoemaker
2010 B conf
Scalable thread scheduling and global power management for heterogeneous many-core architectures.
PACT
Jonathan A. Winter, David H. Albonesi, Christine A. Shoemaker
2009 J jnl
Parallel Stochastic Global Optimization Using Radial Basis Functions.
INFORMS J. Comput.
Rommel G. Regis, Christine A. Shoemaker
2008 J jnl
ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions.
SIAM J. Sci. Comput.
Stefan M. Wild, Rommel G. Regis, Christine A. Shoemaker
2007 J jnl
A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions.
INFORMS J. Comput.
Rommel G. Regis, Christine A. Shoemaker
2007 J jnl
Improved Strategies for Radial basis Function Methods for Global Optimization.
J. Glob. Optim.
Rommel G. Regis, Christine A. Shoemaker
2007 J jnl
Parallel radial basis function methods for the global optimization of expensive functions.
Eur. J. Oper. Res.
Rommel G. Regis, Christine A. Shoemaker
2005 J jnl
Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions.
J. Glob. Optim.
Rommel G. Regis, Christine A. Shoemaker
2004 J jnl
Local function approximation in evolutionary algorithms for the optimization of costly functions.
IEEE Trans. Evol. Comput.
Rommel G. Regis, Christine A. Shoemaker
2003 B conf
MAPO: using a committee of algorithm-experts for parallel optimization of costly functions.
SPAA
Christine A. Shoemaker, Rommel G. Regis
1999 J jnl
Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming.
Oper. Res.
Victoria C. P. Chen, David Ruppert, Christine A. Shoemaker
1995 J jnl
Parallel Algorithms for Stochastic Dynamic Programming with Continuous State and Control Variables.
INFORMS J. Comput.
Elizabeth A. Eschenbach, Christine A. Shoemaker, Hugh M. Caffey
1993 — conf
A Parallel Clustered Dynamic Programming Algorithm for Discrete Time Optimal Control Problems.
PPSC
Li-Zhi Liao, Christine A. Shoemaker
1993 J jnl
Numerical Solution of Continuous-State Dynamic Programs Using Linear and Spline Interpolation.
Oper. Res.
Sharon A. Johnson, Jery R. Stedinger, Christine A. Shoemaker, Ying Li, José Alberto Tejada-Guibert
1993 J jnl
Parallel Processing of Large Scale Discrete-Time Unconstrained Differential Dynamic Programming.
Parallel Comput.
Hugh M. Caffey, Li-Zhi Liao, Christine A. Shoemaker
1982 J jnl
Optimal Integrated Control of Univoltine Pest Populations with Age Structure.
Oper. Res.
Christine A. Shoemaker
1980 J jnl
Determining Optimal Use of Resources among Regional Producers under Differing Levels of Cooperation.
Oper. Res.
Robert B. Rovinsky, Christine A. Shoemaker, Michael J. Todd