A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop
The goal of Machine Learning to automatically learn from data, extract knowledge and to
make decisions without any human intervention. Such automatic (aML) approaches show …
make decisions without any human intervention. Such automatic (aML) approaches show …
A novel matheuristic approach for a two-stage transportation problem with fixed costs associated to the routes
Transportation problems are nowadays strategic issues which aim at selecting the routes to
be opened between different facilities in order to achieve an efficient distribution strategy …
be opened between different facilities in order to achieve an efficient distribution strategy …
[HTML][HTML] An efficient Reverse Distribution System for solving sustainable supply chain network design problem
This paper deals with a sustainable supply chain network design problem (SSCNDP) arising
in the public sector. In the considered SSCNDP, given a manufacturer, a set of m potential …
in the public sector. In the considered SSCNDP, given a manufacturer, a set of m potential …
On the two-stage transportation problem with fixed charge for opening the distribution centers
In this paper, we are addressing the two-stage transportation problem with fixed charge for
opening the distribution centers, which is an extension of the classical transportation …
opening the distribution centers, which is an extension of the classical transportation …
Solving the two-stage fixed-charge transportation problem with a hybrid genetic algorithm
This article considers the two-stage fixed-charge transportation problem which models an
important transportation application in a supply chain, from manufacturers to customers …
important transportation application in a supply chain, from manufacturers to customers …
A hybrid based genetic algorithm for solving a capacitated fixed-charge transportation problem
This paper is focusing on an important transportation application encountered in supply
chains, namely the capacitated two-stage fixed-charge transportation problem. For solving …
chains, namely the capacitated two-stage fixed-charge transportation problem. For solving …
An improved hybrid algorithm for capacitated fixed-charge transportation problem
In this article, we consider the capacitated fixed-charge transportation problem in a two-
stage supply chain network, in which the manufacturer can ship to any of the existing m …
stage supply chain network, in which the manufacturer can ship to any of the existing m …
An efficient hybrid genetic approach for solving the two-stage supply chain network design problem with fixed costs
This paper deals with a complex optimization problem, more specifically the two-stage
transportation problem with fixed costs. In our investigated transportation problem, we are …
transportation problem with fixed costs. In our investigated transportation problem, we are …
An efficient iterated local search heuristic algorithm for the two-stage fixed-charge transportation problem
This paper concerns the two-stage transportation problem with fixed charges associated to
the routes and proposes an efficient multi-start Iterated Local Search (ILS) procedure for the …
the routes and proposes an efficient multi-start Iterated Local Search (ILS) procedure for the …
A hybrid iterated local search for solving a particular two-stage fixed-charge transportation problem
In the current paper we take a different approach to a particular capacitated two-stage fixed-
charge transportation problem proposing an efficient hybrid Iterated Local Search (HILS) …
charge transportation problem proposing an efficient hybrid Iterated Local Search (HILS) …