Similarity-based Sampling for Simulation with Binary Outcomes

Knockout-Tournament Procedures for Large-Scale Ranking and Selection in Parallel Computing Environments

(2021) Ying Zhong et al.   OPERATIONS RESEARCH

Volume of Hypercubes Clipped by Hyperplanes and Combinatorial Identities

(2020) Yunhi Cho et al.   Electronic Journal of Linear Algebra

Ranking and selection for terminating simulation under sequential sampling

(2020) Hui Xiao et al.   IISE Transactions

Stochastic Control Framework for Determining Feasible Alternatives in Sampling Allocation

(2019) Yijie Peng et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Ranking and Selection as Stochastic Control

(2018) Yijie Peng et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Simulation Budget Allocation for Selecting the Top-m Designs with Input Uncertainty

(2018) Hui Xiao et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Efficient Feasibility Determination With Multiple Performance Measure Constraints

(2017) Siyang Gao et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Optimal Computing Budget Allocation to Select the Non-dominated Systems - a Large Deviations Perspective

(2017) Juxin Li et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Classification Active Learning Based on Mutual Information

(2016) Jamshid Sourati et al.   Entropy

A Simulation Budget Allocation Procedure for Enhancing the Efficiency of Optimal Subset Selection

(2016) Si Zhang et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

A new budget allocation framework for selecting top simulated designs

(2016) Siyang Gao et al.   IIE TRANSACTIONS

Simulation optimization: a review of algorithms and applications

(2015) Satyajith Amaran et al.   ANNALS OF OPERATIONS RESEARCH

Optimal Budget Allocation Rule for Simulation Optimization Using Quadratic Regression in Partitioned Domains

(2015) Hui Xiao et al.   IEEE Transactions on Systems Man Cybernetics-Systems

A data-driven approach to predict the success of bank telemarketing

(2014) Sérgio Moro et al.   DECISION SUPPORT SYSTEMS

Efficient computing budget allocation for finding simplest good designs

(2013) Qing-Shan Jia et al.   IIE TRANSACTIONS

Combining radial basis function surrogates and dynamic coordinate search in high-dimensional expensive black-box optimization

(2012) Rommel G. Regis et al.   ENGINEERING OPTIMIZATION

Efficient Selection of a Set of Good Enough Designs With Complexity Preference

(2012) Shen Yan et al.   IEEE Transactions on Automation Science and Engineering

Finding feasible systems in the presence of constraints on multiple performance measures

(2010) Demet Batur et al.   ACM Transactions on Modeling and Computer Simulation

One-step ahead adaptive D-optimal design on a finite design space is asymptotically optimal

(2009) Luc Pronzato   METRIKA

A Knowledge-Gradient Policy for Sequential Information Collection

(2008) Peter I. Frazier et al.   SIAM JOURNAL ON CONTROL AND OPTIMIZATION