Regression and Kriging metamodels with their experimental designs in simulation: A review

JPC Kleijnen - European Journal of Operational Research, 2017 - Elsevier
This article reviews the design and analysis of simulation experiments. It focusses on
analysis via two types of metamodel (surrogate. emulator); namely, low-order polynomial …

[HTML][HTML] Learning from the past to shape the future: A comprehensive text mining analysis of OR/MS reviews

R Romero-Silva, S De Leeuw - Omega, 2021 - Elsevier
This paper provides an overview of the evolution and state-of-the-art of the Operations
Research and Management Science (OR/MS) subject area from 1956 to 2019. Using text …

Decision support system for adaptive sourcing and inventory management in small-and medium-sized enterprises

S Teerasoponpong, A Sopadang - Robotics and Computer-Integrated …, 2022 - Elsevier
Elevated business uncertainties and competition over recent years have caused changes to
the data-driven supply chain management of sourcing and inventories across industries …

[图书][B] Design and analysis of simulation experiments

JPC Kleijnen - 2018 - Springer
This contribution summarizes the design and analysis of experiments with computerized
simulation models. It focuses on two metamodel (surrogate, emulator) types, namely first …

Agri-food supply chains with stochastic demands: A multi-period inventory routing problem with perishable products

BS Onggo, J Panadero, CG Corlu, AA Juan - Simulation modelling practice …, 2019 - Elsevier
This paper considers an agri-food supply chain with a single fresh food supplier, who owns
a central warehouse that serves several retail centers. Retail centers carry a certain amount …

Mitigating supply chain disruptions through interconnected logistics services in the Physical Internet

Y Yang, S Pan, E Ballot - International Journal of Production …, 2017 - Taylor & Francis
This paper investigates the resilience of inventory models using interconnected logistics
services in the Physical Internet (PI). With traditional supply chain network design …

Comparison of kriging-based algorithms for simulation optimization with heterogeneous noise

H Jalali, I Van Nieuwenhuyse, V Picheny - European Journal of Operational …, 2017 - Elsevier
In this article we investigate the unconstrained optimization (minimization) of the
performance of a system that is modeled through a discrete-event simulation. In recent …

Innovative vendor-managed inventory strategy exploiting interconnected logistics services in the Physical Internet

Y Yang, S Pan, E Ballot - International Journal of Production …, 2017 - Taylor & Francis
Traditional supply chain networks are often designed in the interests of a company. Once the
network has been defined, the storage and distribution of goods are usually fixed and …

Review of inventory control models: a classification based on methods of obtaining optimal control parameters

I Jackson, J Tolujevs, Z Kegenbekov - … and Telecommunication Journal, 2020 - sciendo.com
Inventory control has been a major point of discussion in industrial engineering and
operations research for over 100 years. Various advanced numerical methods can be used …

A conceptual framework of the applicability of production scheduling from a contingency theory approach: addressing the theory-practice gap

R Romero-Silva, J Santos… - Production Planning & …, 2024 - Taylor & Francis
In the last century, there was a general perception that scheduling theory was highly
irrelevant to scheduling practice. Many recent studies, however, have suggested that the …