Christine A. Shoemaker

Publication Activity (10 Years)

Years Active: 1980-2024
Publications (10 Years): 24

Top Topics

Global Optimization

Multi Objective Optimization

Computationally Expensive

Optimization Algorithm

Top Venues

J. Glob. Optim.

Environ. Model. Softw.

Publications

Wei Xia, Taimoor Akhtar, Wei Lu, Christine A. Shoemaker
Enhanced watershed model evaluation incorporating hydrologic signatures and consistency within efficient surrogate multi-objective optimization. Environ. Model. Softw. 175 (2024)
Wenyu Wang, Christine A. Shoemaker
Reference Vector Assisted Candidate Search with Aggregated Surrogate for Computationally Expensive Many Objective Optimization Problems. INFORMS J. Comput. 35 (2) (2023)
Wei Xia, Christine A. Shoemaker
Improving the speed of global parallel optimization on PDE models with processor affinity scheduling. Comput. Aided Civ. Infrastructure Eng. 37 (3) (2022)
Wenyu Wang, Taimoor Akhtar, Christine A. Shoemaker
Integrating ε-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems. J. Glob. Optim. 82 (4) (2022)
Zhenhua Li, Christine A. Shoemaker
Hyper-Parameter Optimization for Deep Learning by Surrogate-based Model with Weighted Distance Exploration. CEC (2021)
Xin He, Chi-Hwa Wang, Christine A. Shoemaker
Multi-objective optimization of an integrated biomass waste fixed-bed gasification system for power and biochar co-production. Comput. Chem. Eng. 154 (2021)
Wei Xia, Christine A. Shoemaker, Taimoor Akhtar, Manh-Tuan Nguyen
Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models. Environ. Model. Softw. 135 (2021)
Liping Wei, Peng Jiang, Wenming Yang, Xiao Liu, Yanjun Dai, Christine A. Shoemaker, Chi-Hwa Wang
Input parameter tuning of 3D biodiesel engine simulation using parallel surrogate optimization algorithm. Comput. Chem. Eng. 145 (2021)
Xiao Jin, Yichi Shen, Loo Hay Lee, Ek Peng Chew, Christine A. Shoemaker
A Hybrid of Shrinking Ball Method and Optimal Large Deviation Rate Estimation in Continuous Contextual Simulation Optimization with Single Observation. WSC (2020)
Neeraj Kulkarni, Gonzalo Gonzalez-Pumariega, Amulya Khurana, Christine A. Shoemaker, Christina Delimitrou, David H. Albonesi
CuttleSys: Data-Driven Resource Management forInteractive Applications on Reconfigurable Multicores. CoRR (2020)
Xiao Jin, Yichi Shen, Haobin Li, Loo Hay Lee, Ek Peng Chew, Christine A. Shoemaker
Combining Adaptive Budget Allocation with Surrogate Methodology in Solving Continuous Scenario-based Simulation Optimization. CASE (2020)
Yichi Shen, Christine A. Shoemaker
Global Optimization for Noisy Expensive Black-Box Multi-Modal Functions Via Radial Basis Function Surrogate. WSC (2020)
Neeraj Kulkarni, Gonzalo Gonzalez-Pumariega, Amulya Khurana, Christine A. Shoemaker, Christina Delimitrou, David H. Albonesi
CuttleSys: Data-Driven Resource Management for Interactive Services on Reconfigurable Multicores. MICRO (2020)
Taimoor Akhtar, Christine A. Shoemaker
SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters. WCGO (2019)
Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang
Surrogate Many Objective Optimization: Combining Evolutionary Search, \epsilon -Dominance and Connected Restarts. WCGO (2019)
Jin Yi, Liang Gao, Xinyu Li, Christine A. Shoemaker, Chao Lu
An on-line variable-fidelity surrogate-assisted harmony search algorithm with multi-level screening strategy for expensive engineering design optimization. Knowl. Based Syst. 170 (2019)
David Eriksson, David Bindel, Christine A. Shoemaker
pySOT and POAP: An event-driven asynchronous framework for surrogate optimization. CoRR (2019)
Taimoor Akhtar, Christine A. Shoemaker
Efficient Multi-Objective Optimization through Population-based Parallel Surrogate Search. CoRR (2019)
Zhou He, Jie Xiong, Tsan Sheng Ng, Bo Fan, Christine A. Shoemaker
Managing competitive municipal solid waste treatment systems: An agent-based approach. Eur. J. Oper. Res. 263 (3) (2017)
P. Jiang, Xiao Liu, Christine A. Shoemaker
An Adaptive Particle Swarm Algorithm for Unconstrained Global Optimization of Multimodal Functions. ICMLC (2017)
Tipaluck Krityakierne, Christine A. Shoemaker
SOMS: SurrOgate MultiStart algorithm for use with nonlinear programming for global optimization. Int. Trans. Oper. Res. 24 (5) (2017)
Taimoor Akhtar, Christine A. Shoemaker
Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection. J. Glob. Optim. 64 (1) (2016)
Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine A. Shoemaker
Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model. CoRR (2016)
Tipaluck Krityakierne, Taimoor Akhtar, Christine A. Shoemaker
SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems. J. Glob. Optim. 66 (3) (2016)
Fang-Fang Li, Christine A. Shoemaker, Jun Qiu, Jia-Hua Wei
Hierarchical multi-reservoir optimization modeling for real-world complexity with application to the Three Gorges system. Environ. Model. Softw. 69 (2015)
Christine A. Shoemaker, Yilun Wang
Global sensitivity analysis for computationally expensive models based on radial basis function interpolationand optimization. IEEM (2015)
Juliane Müller, Tipaluck Krityakierne, Christine A. Shoemaker
SO-MODS: Optimization for high dimensional computationally expensive multi-modal functions with surrogate search. IEEE Congress on Evolutionary Computation (2014)
Juliane Müller, Christine A. Shoemaker, Robert Piché
SO-I: a surrogate model algorithm for expensive nonlinear integer programming problems including global optimization applications. J. Glob. Optim. 59 (4) (2014)
Juliane Müller, Christine A. Shoemaker
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. 60 (2) (2014)
Rommel G. Regis, Christine A. Shoemaker
A quasi-multistart framework for global optimization of expensive functions using response surface models. J. Glob. Optim. 56 (4) (2013)
Juliane Müller, Christine A. Shoemaker, Robert Piché
SO-MI: A surrogate model algorithm for computationally expensive nonlinear mixed-integer black-box global optimization problems. Comput. Oper. Res. 40 (5) (2013)
Paula Petrica, Adam M. Izraelevitz, David H. Albonesi, Christine A. Shoemaker
Flicker: a dynamically adaptive architecture for power limited multicore systems. ISCA (2013)
Stefan M. Wild, Christine A. Shoemaker
Global Convergence of Radial Basis Function Trust-Region Algorithms for Derivative-Free Optimization. SIAM Rev. 55 (2) (2013)
Stefan M. Wild, Christine A. Shoemaker
Global Convergence of Radial Basis Function Trust Region Derivative-Free Algorithms. SIAM J. Optim. 21 (3) (2011)
Jonathan A. Winter, David H. Albonesi, Christine A. Shoemaker
Scalable thread scheduling and global power management for heterogeneous many-core architectures. PACT (2010)
Rommel G. Regis, Christine A. Shoemaker
Parallel Stochastic Global Optimization Using Radial Basis Functions. INFORMS J. Comput. 21 (3) (2009)
Stefan M. Wild, Rommel G. Regis, Christine A. Shoemaker
ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions. SIAM J. Sci. Comput. 30 (6) (2008)
Rommel G. Regis, Christine A. Shoemaker
A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions. INFORMS J. Comput. 19 (4) (2007)
Rommel G. Regis, Christine A. Shoemaker
Improved Strategies for Radial basis Function Methods for Global Optimization. J. Glob. Optim. 37 (1) (2007)
Rommel G. Regis, Christine A. Shoemaker
Parallel radial basis function methods for the global optimization of expensive functions. Eur. J. Oper. Res. 182 (2) (2007)
Rommel G. Regis, Christine A. Shoemaker
Constrained Global Optimization of Expensive Black Box Functions Using Radial Basis Functions. J. Glob. Optim. 31 (1) (2005)
Rommel G. Regis, Christine A. Shoemaker
Local function approximation in evolutionary algorithms for the optimization of costly functions. IEEE Trans. Evol. Comput. 8 (5) (2004)
Christine A. Shoemaker, Rommel G. Regis
MAPO: using a committee of algorithm-experts for parallel optimization of costly functions. SPAA (2003)
Victoria C. P. Chen, David Ruppert, Christine A. Shoemaker
Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming. Oper. Res. 47 (1) (1999)
Elizabeth A. Eschenbach, Christine A. Shoemaker, Hugh M. Caffey
Parallel Algorithms for Stochastic Dynamic Programming with Continuous State and Control Variables. INFORMS J. Comput. 7 (4) (1995)
Li-Zhi Liao, Christine A. Shoemaker
A Parallel Clustered Dynamic Programming Algorithm for Discrete Time Optimal Control Problems. PPSC (1993)
Sharon A. Johnson, Jery R. Stedinger, Christine A. Shoemaker, Ying Li, José Alberto Tejada-Guibert
Numerical Solution of Continuous-State Dynamic Programs Using Linear and Spline Interpolation. Oper. Res. 41 (3) (1993)
Hugh M. Caffey, Li-Zhi Liao, Christine A. Shoemaker
Parallel Processing of Large Scale Discrete-Time Unconstrained Differential Dynamic Programming. Parallel Comput. 19 (9) (1993)
Christine A. Shoemaker
Optimal Integrated Control of Univoltine Pest Populations with Age Structure. Oper. Res. 30 (1) (1982)
Robert B. Rovinsky, Christine A. Shoemaker, Michael J. Todd
Determining Optimal Use of Resources among Regional Producers under Differing Levels of Cooperation. Oper. Res. 28 (4) (1980)