Multi-fidelity sampling for efficient simulation-based decision making in manufacturing management

Optimal Computing Budget Allocation for Particle Swarm Optimization in Stochastic Optimization

(2017) Si Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

MO2TOS: Multi-Fidelity Optimization with Ordinal Transformation and Optimal Sampling

(2016) Jie Xu et al.   ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH

A metamodel-based Monte Carlo simulation approach for responsive production planning of manufacturing systems

(2016) Minqi Li et al.   JOURNAL OF MANUFACTURING SYSTEMS

A new particle swarm optimization algorithm for noisy optimization problems

(2016) Sajjad Taghiyeh et al.   Swarm Intelligence

Balancing Exploitation and Exploration in Discrete Optimization via Simulation Through a Gaussian Process-Based Search

(2014) Lihua Sun et al.   OPERATIONS RESEARCH

Some considerations regarding the use of multi-fidelity Kriging in the construction of surrogate models

(2014) David J. J. Toal   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Value-Based Global Optimization

(2013) Roxanne A. Moore et al.   JOURNAL OF MECHANICAL DESIGN

Provably Convergent Multifidelity Optimization Algorithm Not Requiring High-Fidelity Derivatives

(2012) Andrew March et al.   AIAA JOURNAL

Industrial strength COMPASS

(2010) Jie Xu et al.   ACM Transactions on Modeling and Computer Simulation

Speeding up COMPASS for high-dimensional discrete optimization via simulation

(2010) L. Jeff Hong et al.   OPERATIONS RESEARCH LETTERS