An overview of end-to-end entity resolution for big data

V Christophides, V Efthymiou, T Palpanas… - ACM Computing …, 2020 - dl.acm.org
One of the most critical tasks for improving data quality and increasing the reliability of data
analytics is Entity Resolution (ER), which aims to identify different descriptions that refer to …

An efficient adaptive large neighborhood search algorithm based on heuristics and reformulations for the generalized quadratic assignment problem

AM Fathollahi-Fard, KY Wong, M Aljuaid - Engineering Applications of …, 2023 - Elsevier
Operations Research (OR) analytics play a crucial role in optimizing decision-making
processes for real-world problems. The assignment problem, with applications in supply …

Yard crane and AGV scheduling in automated container terminal: A multi-robot task allocation framework

X Chen, S He, Y Zhang, LC Tong, P Shang… - … Research Part C …, 2020 - Elsevier
The efficiency of automated container terminals primarily depends on the synchronization of
automated-guided vehicles (AGVs) and automated cranes. Accordingly, we study the …

[图书][B] The four generations of entity resolution

Entity Resolution (ER) lies at the core of data integration and cleaning and, thus, a bulk of
the research examines ways for improving its effectiveness and time efficiency. The initial …

Artificial bee colony algorithm and its application to generalized assignment problem

A Baykasoglu, L Ozbakir, P Tapkan - Swarm Intelligence: Focus …, 2007 - books.google.com
There is a trend in the scientific community to model and solve complex optimization
problems by employing natural metaphors. This is mainly due to inefficiency of classical …

Bees algorithm for generalized assignment problem

L Özbakir, A Baykasoğlu, P Tapkan - Applied Mathematics and …, 2010 - Elsevier
Bees algorithm (BA) is a new member of meta-heuristics. BA tries to model natural behavior
of honey bees in food foraging. Honey bees use several mechanisms like waggle dance to …

Cooperative multiple task assignment problem with stochastic velocities and time windows for heterogeneous unmanned aerial vehicles using a genetic algorithm

Z Jia, J Yu, X Ai, X Xu, D Yang - Aerospace Science and Technology, 2018 - Elsevier
In this paper, a combinatorial optimization problem, formulated as a cooperative multiple
task assignment problem with stochastic velocities and time windows for heterogeneous …

A survey of the generalized assignment problem and its applications

T Öncan - INFOR: Information Systems and Operational Research, 2007 - Taylor & Francis
Given n items and m knapsacks, the Generalized Assignment Problem (GAP) is to find the
optimum assignment of each item to exactly one knapsack, without exceeding the capacity …

A compact model and tight bounds for a combined location-routing problem

M Albareda-Sambola, JA Dı́az, E Fernández - Computers & operations …, 2005 - Elsevier
This paper considers a combined location-routing problem. We define an auxiliary network
and give a compact formulation of the problem in terms of finding a set of paths in the …

A simulated annealing approach to the traveling tournament problem

A Anagnostopoulos, L Michel, PV Hentenryck… - Journal of …, 2006 - Springer
Automating the scheduling of sport leagues has received considerable attention in recent
years, as these applications involve significant revenues and generate challenging …