Christine A. Shoemaker

Christina Delimitrou, Christine A. Shoemaker, David H. Albonesi, 2020, 2020 53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO).

Surrogate Many Objective Optimization: Combining Evolutionary Search, \epsilon -Dominance and Connected Restarts

Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang, 2019, WCGO.

Watershed calibration using multistart local optimization and evolutionary optimization with radial basis function approximation

Christine A. Shoemaker, Rommel G. Regis, Ryan C. Fleming, 2007 .

Optimization of agricultural pest management II: formulation of a control model☆

Christine A. Shoemaker, C. Shoemaker, 1973 .

Global Convergence of Radial Basis Function Trust-Region Algorithms for Derivative-Free Optimization

Christine A. Shoemaker, Stefan M. Wild, C. Shoemaker, 2013, SIAM Rev..

Optimal Integrated Control of Univoltine Pest Populations with Age Structure

Christine A. Shoemaker, C. Shoemaker, 1982, Oper. Res..

Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for computationally expensive black-box global optimization problems

Christine A. Shoemaker, Juliane Müller, C. Shoemaker, 2014, J. Glob. Optim..

Parallel Algorithms for Stochastic Dynamic Programming with Continuous State and Control Variables

Christine A. Shoemaker, Elizabeth A. Eschenbach, Hugh M. Caffey, 1995, INFORMS J. Comput..

MAPO: using a committee of algorithm-experts for parallel optimization of costly functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2003, SPAA '03.

Computational Issues Associated with Optimal Design of In Situ Bioremediation

Christine A. Shoemaker, Barbara S. Minsker, C. Shoemaker, 1997 .

Multi-Objective Optimization and Multi-Model Analysis of Watershed Management Under Uncertainty

Christine A. Shoemaker, John Woodbury, Tasleem Akhtar, 2010 .

Comparison of function approximation, heuristic, and derivative‐based methods for automatic calibration of computationally expensive groundwater bioremediation models

Christine A. Shoemaker, Rommel G. Regis, Pradeep Mugunthan, 2005 .

SO-MI: A surrogate model algorithm for computationally expensive nonlinear mixed-integer black-box global optimization problems

Christine A. Shoemaker, Robert Piché, Juliane Müller, 2013, Comput. Oper. Res..

Regression Dynamic Programming for Multiple-Reservoir Control

Christine A. Shoemaker, David Ruppert, K.-Y. Daisy Fan, 2000 .

An Efficient Method for Assessing Uncertainty in Forecast of Computationally Intensive Groundwater Models

Christine A. Shoemaker, Pradeep Mugunthan, 2005 .

Global sensitivity analysis for computationally expensive models based on radial basis function interpolationand optimization

Christine A. Shoemaker, Yilun Wang, C. Shoemaker, 2015, 2015 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM).

Input parameter tuning of 3D biodiesel engine simulation using parallel surrogate optimization algorithm

Christine A. Shoemaker, Wenming Yang, Yanjun Dai, 2020, Comput. Chem. Eng..

Determining Optimal Use of Resources among Regional Producers under Differing Levels of Cooperation

Christine A. Shoemaker, Michael J. Todd, R. B. Rovinsky, 1980, Oper. Res..

Parallel Stochastic Global Optimization Using Radial Basis Functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2009, INFORMS J. Comput..

pySOT and POAP: An event-driven asynchronous framework for surrogate optimization pdf

Christine A. Shoemaker, David Eriksson, David Bindel, 2019, ArXiv.

SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems

Taimoor Akhtar, Christine A. Shoemaker, Tipaluck Krityakierne, 2016, J. Glob. Optim..

Large scale nonlinear numerical optimal control for finite element models of flexible structures

Christine A. Shoemaker, Li-Zhi Liao, L. Liao, 1990 .

Tutorial on Function Approximation Optimization for Computationally Expensive Nonlinear Models Including Applications to Uncertainty Analysis and to Groundwater Transport

Christine A. Shoemaker, 2006 .

Combining local surrogates and adaptive restarts for global optimization of moderately expensive functions

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2019 .

Use of SALQR Optimization in Large Aquifer Cleanup

Christine A. Shoemaker, Christopher M. Mansfield, 1996 .

Bi-Level Optimization Model for Daily Operation with Heterogeneous Hydropower Units in Multiple Reservoirs with Application to the Three Gorges-Gezhouba Cascade Power Stations

Christine A. Shoemaker, Jia-Hua Wei, Fang-Fang Li, 2011 .

The Dynamically Dimensioned Search (DDS) Algorithm as a Robust Optimization Tool in Hydrologic Modeling

Christine A. Shoemaker, B. Allen Tolson, C. Shoemaker, 2006 .

A Parallel Clustered Dynamic Programming Algorithm for Discrete Time Optimal Control Problems

Christine A. Shoemaker, Li-Zhi Liao, L. Liao, 1993, SIAM Conference on Parallel Processing for Scientific Computing.

Optimization of agricultural pest management I: Biological and mathematical background

Christine A. Shoemaker, C. Shoemaker, 1973 .

A quasi-multistart framework for global optimization of expensive functions using response surface models

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2013, J. Glob. Optim..

Stochastic Multiple-Reservoir Optimization using Regression Dynamic Programming

Christine A. Shoemaker, David Ruppert, K.-Y. Daisy Fan, 2001 .

An adaptive population-based candidate search algorithm with surrogates for global multi objective optimization of expensive functions

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2019 .

Utilizing Sparsity in Time-Varying Optimal Control of Aquifer Cleanup

Christine A. Shoemaker, Li-Zhi Liao, Christopher M. Mansfield, 1998 .

Spline Stochastic Dynamic Programming

Christine A. Shoemaker, Ying Li, Sharon A. Johnson, 1991 .

Flicker: a dynamically adaptive architecture for power limited multicore systems

Christine A. Shoemaker, David H. Albonesi, Adam M. Izraelevitz, 2013, ISCA.

OPTIMAL CONTROL FOR GROUNDWATER REMEDIATION BY DIFFERENTIAL DYNAMIC PROGRAMMING WITH QUASI-NEWTON APPROXIMATIONS

Christine A. Shoemaker, Teresa B. Culver, 1993 .

Introduction to special section on Uncertainty Assessment in Surface and Subsurface Hydrology: An overview of issues and challenges

Christine A. Shoemaker, Nick van de Giesen, Alberto Montanari, 2009 .

SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2019, WCGO.

Short-Term Optimization Model With ESP Forecasts For Columbia Hydropower System With Optimized Multi-Turbine Powerhouses

Jery R. Stedinger, Christine A. Shoemaker, Jonathan R. Lamontagne, 2014 .

Optimization of agricultural pest management III: results and extensions of a model

Christine A. Shoemaker, C. Shoemaker, 1973 .

Efficient Methods for Bayesian Uncertainty Analysis and Global Optimization of Computationally Expensive Environmental Models

Christine A. Shoemaker, Min Pang, Antoine J. Espinet, 2015 .

Parameter Estimation of Computationally Expensive Watershed Models Through Efficient Multi-objective Optimization and Interactive Decision Analytics

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2016 .

A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2007, INFORMS J. Comput..

Reply to comment on “Dynamically dimensioned search algorithm for computationally efficient watershed model calibration” by Ali Behrangi et al.

Christine A. Shoemaker, Bryan A. Tolson, C. Shoemaker, 2008 .

Hierarchical multi-reservoir optimization modeling for real-world complexity with application to the Three Gorges system

Christine A. Shoemaker, Jun Qiu, Fang-Fang Li, 2015, Environ. Model. Softw..

Parallel Processing of Large Scale Discrete-Time Unconstrained Differential Dynamic Programming

Christine A. Shoemaker, Li-Zhi Liao, Hugh M. Caffey, 1993, Parallel Comput..

Optimal Nonlinear Control with Geometrically Nonlinear Finite Element Analysis for Flexible Structures: Some Preliminary Results

Christine A. Shoemaker, John F. Abel, Li-Zhi Liao, 1988 .

Dynamic Optimal Ground-Water Reclamation with Treatment Capital Costs

Christine A. Shoemaker, Teresa B. Culver, C. Shoemaker, 1998 .

Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model pdf

Taimoor Akhtar, Christine A. Shoemaker, Jiashi Feng, 2016, ArXiv.

SO-I: a surrogate model algorithm for expensive nonlinear integer programming problems including global optimization applications

Christine A. Shoemaker, Robert Piché, Juliane Müller, 2014, J. Glob. Optim..

Mathematical Approaches to Problems in Resource Management and Epidemiology

Christine A. Shoemaker, Carlos Castillo-Chavez, Simon A. Levin, 1989 .

Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming

Christine A. Shoemaker, David Ruppert, Victoria C. P. Chen, 1999, Oper. Res..

Managing competitive municipal solid waste treatment systems: An agent-based approach

Christine A. Shoemaker, Zhou He, Bo Fan, 2017, Eur. J. Oper. Res..

Computationally Efficient Procedures for Uncertainty Assessment of Complex Environmental Models

Christine A. Shoemaker, C. Shoemaker, 2008 .

Numerical Solution of Continuous-State Dynamic Programs Using Linear and Spline Interpolation

Ying Li, Jery R. Stedinger, Christine A. Shoemaker, 1993, Oper. Res..

Parallel radial basis function methods for the global optimization of expensive functions

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2007, Eur. J. Oper. Res..

SO-MODS: Optimization for high dimensional computationally expensive multi-modal functions with surrogate search

Christine A. Shoemaker, Tipaluck Krityakierne, Juliane Müller, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Scalable thread scheduling and global power management for heterogeneous many-core architectures

Christine A. Shoemaker, Jonathan A. Winter, David H. Albonesi, 2010, 2010 19th International Conference on Parallel Architectures and Compilation Techniques (PACT).

Global Convergence of Radial Basis Function Trust Region Derivative-Free Algorithms

Christine A. Shoemaker, Stefan M. Wild, C. Shoemaker, 2011, SIAM J. Optim..

Validation of Large Scale Process-Oriented Models for Managing Natural Resource Populations: A Case Study

Christine A. Shoemaker, Richard A. Fleming, C. Shoemaker, 1994 .

Improved Strategies for Radial basis Function Methods for Global Optimization

Christine A. Shoemaker, Rommel G. Regis, C. Shoemaker, 2007, J. Glob. Optim..

Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection

Taimoor Akhtar, Christine A. Shoemaker, C. Shoemaker, 2016, J. Glob. Optim..

ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions

Christine A. Shoemaker, Stefan M. Wild, Rommel G. Regis, 2008, SIAM J. Sci. Comput..

Derivative-free optimization algorithms for computationally expensive functions

Christine A. Shoemaker, Stefan M. Wild, C. Shoemaker, 2009 .

Integrating ε\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$\varepsilon $$\end{document}-dominance and RBF surrogate

Taimoor Akhtar, Christine A. Shoemaker, Wenyu Wang, 2021, Journal of Global Optimization.

Hyper-Parameter Optimization for Deep Learning by Surrogate-based Model with Weighted Distance Exploration

Christine A. Shoemaker, Zhenhua Li, 2021, 2021 IEEE Congress on Evolutionary Computation (CEC).

Improving the speed of global parallel optimization on PDE models with processor affinity scheduling

Christine A. Shoemaker, Wei Xia, C. Shoemaker, 2021, Comput. Aided Civ. Infrastructure Eng..

Multi-objective optimization of an integrated biomass waste fixed-bed gasification system for power and biochar co-production

Christine A. Shoemaker, Chi-Hwa Wang, Xin He, 2021, Comput. Chem. Eng..

Efficient prediction uncertainty approximation in the calibration of environmental simulation models

Christine A. Shoemaker, Bryan A. Tolson, Bryan A. Tolson, 2008 .

Effects of soil moisture and physical-chemical properties of organic pollutants on vapor-phase transport in the vadose zone

Christine A. Shoemaker, S. K. Ong, Teresa B. Culver, 1992 .

Estimation of recruitment rates and survival from field census data with application to poikilotherm populations

Christine A. Shoemaker, C. Shoemaker, Gary E. Smith, 1986 .

Global optimization of computationally expensive functions using serial and parallel radial basis function algorithms

Christine A. Shoemaker, Rommel G. Regis, 2004 .

CH 4 parameter estimation in CLM4.5bgc using surrogate global optimization

Christine A. Shoemaker, Yilun Wang, Rajendra Paudel, 2015 .

Cannonsville Reservoir Watershed SWAT2000 model development, calibration and validation

Christine A. Shoemaker, Bryan A. Tolson, C. Shoemaker, 2007 .

Modeling Non-Point Source Pollution Using a Distributed Watershed Model for the Cannonsville Reservoir Basin, Delaware County, New York

Christine A. Shoemaker, Douglas A. Haith, Jennifer Benaman, 2001 .

Estimating Maximal Annual Energy Given Heterogeneous Hydropower Generating Units with Application to the Three Gorges System

Christine A. Shoemaker, Fang-Fang Li, Xudong Fu, 2013 .

Partitioning and QR factorization to avoid numerical ill-conditioning of penalty functions for constrained nonlinear programming and control

Christine A. Shoemaker, Li-Zhi Liao, 1990, 29th IEEE Conference on Decision and Control.

A General Stochastic Algorithmic Framework for Minimizing Expensive Black Box Objective Functions Based on Surrogate Models and Sensitivity Analysis

Christine A. Shoemaker, Yilun Wang, C. Shoemaker, 2014, 1410.6271.

Time Varying Optimization for Monitoring Multiple Contaminants under Uncertain Hydrogeology

Christine A. Shoemaker, Pradeep Mugunthan, C. Shoemaker, 2004 .

Impact of human activities on stream flow in the Biliu River basin, China

Christine A. Shoemaker, Chi Zhang, Joshua D. Woodbury, 2013 .

Impact of Vapor Sorption on the Subsurface Transport of Volatile Organic Compounds: A Numerical Model and Analysis

Christine A. Shoemaker, Teresa B. Culver, Leonard W. Lion, 1991 .

Watershed modeling of the Cannonsville Basin using SWAT2000: Model

Christine A. Shoemaker, Bryan A. Tolson, C. Shoemaker, 2004 .

Optimization of Groundwater Remediation with DES

Christine A. Shoemaker, Jae-Heung Yoon, 1996 .

An analysis of high‐flow sediment event data for evaluating model performance

Christine A. Shoemaker, C. Shoemaker, J. Benaman, 2005 .

Estimation of plume distribution for carbon sequestration using parameter estimation with limited monitoring data

Christine A. Shoemaker, Christine Doughty, Antoine J. Espinet, 2013 .

Local Derivative-Free Approximation of Computationally Expensive Posterior Densities

Christine A. Shoemaker, Nikolay Bliznyuk, David Ruppert, 2012, Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America.

Corrigendum to “Comparison of optimization algorithms for parameter estimation of multi-phase flow models with application to geological carbon sequestration” [Adv. Water Resour. 54 (2013) 133–148]

Christine A. Shoemaker, Antoine J. Espinet, C. Shoemaker, 2013 .

A Stochastic Model of Insect Phenology for a Population with Spatially Variable Development Rates

Jery R. Stedinger, Christine A. Shoemaker, C. Shoemaker, 1985 .

Stochastic Assessment of Long-Term Impacts of Phosphorus Management Options on Sustainability with and without Climate Change

Christine A. Shoemaker, Joshua D. Woodbury, C. Shoemaker, 2013 .

Stochastic Nonlinear Optimal Control of Populations: Computational Difficulties and Possible Solutions

Christine A. Shoemaker, Sharon A. Johnson, C. Shoemaker, 1989 .

Methodology for Analyzing Ranges of Uncertain Model Parameters and Their Impact on Total Maximum Daily Load Process

Christine A. Shoemaker, Jennifer Benaman, C. Shoemaker, 2004 .

An Integer Programming Analysis of the Regionalization of Large Wastewater Treatment and Collection Systems

Christine A. Shoemaker, C. Shoemaker, J. Leighton, 1984 .