Global optimization advances in mixed-integer nonlinear programming, MINLP, and constrained derivative-free optimization, CDFO

F Boukouvala, R Misener, CA Floudas - European Journal of Operational …, 2016 - Elsevier
This manuscript reviews recent advances in deterministic global optimization for Mixed-
Integer Nonlinear Programming (MINLP), as well as Constrained Derivative-Free …

Review and comparison of algorithms and software for mixed-integer derivative-free optimization

N Ploskas, NV Sahinidis - Journal of Global Optimization, 2022 - Springer
This paper reviews the literature on algorithms for solving bound-constrained mixed-integer
derivative-free optimization problems and presents a systematic comparison of available …

Identifying robust portfolios of suppliers: a sustainability selection and development perspective

AC Trapp, J Sarkis - Journal of Cleaner Production, 2016 - Elsevier
The initial selection and development of suppliers is a critical and increasingly complex
component of organizational supply chains. In recent years sustainability issues have …

Joint design of parking capacities and fleet size for one-way station-based carsharing systems with road congestion constraints

L Hu, Y Liu - Transportation Research Part B: Methodological, 2016 - Elsevier
This paper formulates one-way station-based carsharing systems as a mixed queuing
network model and proposes a profit-maximization model for the joint design of fleet size …

The mesh adaptive direct search algorithm for granular and discrete variables

C Audet, S Le Digabel, C Tribes - SIAM Journal on Optimization, 2019 - SIAM
The mesh adaptive direct search (Mads) algorithm is designed for blackbox optimization
problems for which the functions defining the objective and the constraints are typically the …

A heuristic algorithm for a supply chain׳ s production-distribution planning

JF Camacho-Vallejo, R Muñoz-Sánchez… - Computers & Operations …, 2015 - Elsevier
In this paper we consider the problem of planning the production and distribution in a supply
chain. The situation consists in a set of distribution centers seeking to serve to a set of …

Heterogeneous fleet vehicle scheduling problems for dynamic pickup and delivery problem with time windows in shared logistics platform: Formulation, instances and …

Z Su, W Li, J Li, B Cheng - International Journal of Systems …, 2022 - Taylor & Francis
ABSTRACT his paper introduces a dynamic pickup and delivery problem with time windows,
heterogeneous fleet vehicles, no depot, and dynamic priority (DPDP-TWHVNDDP) in the …

Derivative-free methods for mixed-integer constrained optimization problems

G Liuzzi, S Lucidi, F Rinaldi - Journal of Optimization Theory and …, 2015 - Springer
Methods which do not use any derivative information are becoming popular among
researchers, since they allow to solve many real-world engineering problems. Such …

An event-driven simulation-optimisation approach to improve the resiliency of operation in a double-track urban rail line

A Shahabi, S Raissi, K Khalili-Damghani… - Journal of …, 2022 - Taylor & Francis
Urban rail transit often has high sensitivity against random disruptions. Hence regularity of
the rail services should be maintained to prevent adverse impacts. This study focused on an …

A derivative-free approach for a simulation-based optimization problem in healthcare

S Lucidi, M Maurici, L Paulon, F Rinaldi, M Roma - Optimization Letters, 2016 - Springer
Hospitals have been challenged in recent years to deliver high quality care with limited
resources. Given the pressure to contain costs, develo** procedures for optimal resource …