Marcone J. F. Souza

Orcid: 0000-0002-7141-357X

According to our database1, Marcone J. F. Souza authored at least 95 papers between 2004 and 2024.

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Bibliography

2024
A hybrid iterated local search matheuristic for large-scale single source capacitated facility location problems.
J. Heuristics, August, 2024

A flexible variable neighbourhood search algorithm for different variants of the Electric Vehicle Routing Problem.
Comput. Oper. Res., 2024

Formulations and heuristic for the long-term preventive maintenance order scheduling problem.
Comput. Oper. Res., 2024

An integrated simulation and optimization tool for short-term mining planning problems with different prioritization among competing plant targets.
Comput. Ind. Eng., 2024

2023
A general VNS for the multi-depot open vehicle routing problem with time windows.
Optim. Lett., December, 2023

ILS-based algorithms for the profit maximizing uncapacitated hub network design problem with multiple allocation.
Comput. Oper. Res., September, 2023

Segmentation of cervical nuclei using convolutional neural network for conventional cytology.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., September, 2023

A variable neighborhood search-based algorithm with adaptive local search for the Vehicle Routing Problem with Time Windows and multi-depots aiming for vehicle fleet reduction.
Comput. Oper. Res., 2023

Collecting large volume data from wireless sensor network by drone.
Ad Hoc Networks, 2023

Mammography Unit Location: Reconciling Maximum Coverage and Budgetary Constraints.
Proceedings of the 25th International Conference on Enterprise Information Systems, 2023

An Hybrid NSGA-II Algorithm for the Bi-objective Mobile Mammography Unit Routing Problem.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022
A mathematical formulation and an NSGA-II algorithm for minimizing the makespan and energy cost under time-of-use electricity price in an unrelated parallel machine scheduling.
PeerJ Comput. Sci., 2022

Bi-objective optimization model for the heterogeneous dynamic dial-a-ride problem with no rejects.
Optim. Lett., 2022

The double traveling salesman problem with partial last-in-first-out loading constraints.
Int. Trans. Oper. Res., 2022

2021
A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification.
J. Imaging, 2021

Bi-criteria formulation for green scheduling with unrelated parallel machines with sequence-dependent setup times.
Int. Trans. Oper. Res., 2021

A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem.
J. Heuristics, 2021

An ensemble method for nuclei detection of overlapping cervical cells.
Expert Syst. Appl., 2021

A Matheuristic Algorithm for the Multiple-Depot Vehicle and Crew Scheduling Problem.
IEEE Access, 2021

A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification.
IEEE Access, 2021

Variable Neighborhood Descent Branching Applied to the Green Electric Vehicle Routing Problem with Time Window and Mixed Fleet.
Proceedings of the Variable Neighborhood Search - 8th International Conference, 2021

2020
Gathering Big Data in Wireless Sensor Networks by Drone.
Sensors, 2020

An MO-GVNS algorithm for solving a multiobjective hybrid flow shop scheduling problem.
Int. Trans. Oper. Res., 2020

A variable neighborhood search heuristic algorithm for the double vehicle routing problem with multiple stacks.
Int. Trans. Oper. Res., 2020

Simheuristic-based decision support system for efficiency improvement of an iron ore crusher circuit.
Eng. Appl. Artif. Intell., 2020

A Mixed Linear Integer Programming Formulation and a Simulated Annealing Algorithm for the Mammography Unit Location Problem.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

2019
An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem.
Swarm Evol. Comput., 2019

A reinforcement learning-based multi-agent framework applied for solving routing and scheduling problems.
Expert Syst. Appl., 2019

Valid constraints for time-indexed formulations of job scheduling problems with distinct time windows and sequence-dependent setup times.
Proceedings of the 9th International Network Optimization Conference, 2019

A VNS-Based Algorithm for the Mammography Unit Location Problem.
Proceedings of the Variable Neighborhood Search - 7th International Conference, 2019

A Hybrid Heuristic Algorithm for the Dial-a-Ride Problem.
Proceedings of the Variable Neighborhood Search - 7th International Conference, 2019

A Hybrid Algorithm for the Unrelated Parallel Machine Scheduling Problem.
Proceedings of the Enterprise Information Systems - 21st International Conference, 2019

Smart General Variable Neighborhood Search with Local Search based on Mathematical Programming for Solving the Unrelated Parallel Machine Scheduling Problem.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

An Iterated Local Search-Based Algorithm to Support Cell Nuclei Detection in Pap Smears Test.
Proceedings of the Enterprise Information Systems - 21st International Conference, 2019

An Iterated Local Search Algorithm for Cell Nuclei Detection from Pap Smear Images.
Proceedings of the 21st International Conference on Enterprise Information Systems, 2019

A Multicriteria View About Judicial and Legislative Decision Making in Digital Cities and Societies.
Proceedings of the Smart and Digital Cities, 2019

2018
Large neighborhood-based metaheuristic and branch-and-price for the pickup and delivery problem with split loads.
Eur. J. Oper. Res., 2018

A Multi-objective Variable Neighborhood Search algorithm for solving the Hybrid Flow Shop Problem.
Electron. Notes Discret. Math., 2018

Algorithms based on VNS for solving the Single Machine Scheduling Problem with Earliness and Tardiness Penalties.
Electron. Notes Discret. Math., 2018

HMS: A hybrid multi-start algorithm for solving binary linear programs.
Electron. Notes Discret. Math., 2018

A VNS algorithm for feature selection in hierarchical classification context.
Electron. Notes Discret. Math., 2018

5th International Conference on Variable Neighborhood Search (ICVNS'17).
Electron. Notes Discret. Math., 2018

Learning music time series with a parallel hybrid forecasting model calibrated with Reduced VNS.
Electron. Notes Discret. Math., 2018

A hybrid VNS algorithm for solving the multi-level capacitated minimum spanning tree problem.
Electron. Notes Discret. Math., 2018

A GVNS Algorithm for Solving the Multi-Depot Vehicle Routing Problem.
Electron. Notes Discret. Math., 2018

Hybrid metaheuristics and multi-agent systems for solving optimization problems: A review of frameworks and a comparative analysis.
Appl. Soft Comput., 2018

A Late Acceptance Hill-Climbing Heuristic Algorithm for the Double Vehicle Routing Problem with Multiple Stacks and Heterogeneous Demand.
Proceedings of the Intelligent Systems Design and Applications, 2018

An Adaptive VNS and Skewed GVNS Approaches for School Timetabling Problems.
Proceedings of the Variable Neighborhood Search - 6th International Conference, 2018

A Variable Neighborhood Search Approach for Solving the Multidimensional Multi-Way Number Partitioning Problem.
Proceedings of the Variable Neighborhood Search - 6th International Conference, 2018

Less Is More: The Neighborhood Guided Evolution Strategies Convergence on Some Classic Neighborhood Operators.
Proceedings of the Variable Neighborhood Search - 6th International Conference, 2018

A VNS-Based Algorithm with Adaptive Local Search for Solving the Multi-Depot Vehicle Routing Problem.
Proceedings of the Variable Neighborhood Search - 6th International Conference, 2018

A Variable Neighborhood Search Algorithm for the Long-term Preventive Maintenance Scheduling Problem.
Proceedings of the 20th International Conference on Enterprise Information Systems, 2018

Use of Computational Intelligence for Scheduling of Pumps in Water Distribution Systems: a comparison between optimization algorithms.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
A VNS approach for book marketing campaigns generated with quasi-bicliques probabilities.
Electron. Notes Discret. Math., 2017

EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS.
Electron. Notes Discret. Math., 2017

Algorithms for job scheduling problems with distinct time windows and general earliness/tardiness penalties.
Comput. Oper. Res., 2017

Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign.
Comput. Oper. Res., 2017

A Memetic Algorithm for the Network Construction Problem with Due Dates.
Proceedings of the Intelligent Systems Design and Applications, 2017

A Mixed-Integer Linear Programming Model and a Simulated Annealing Algorithm for the Long-Term Preventive Maintenance Scheduling Problem.
Proceedings of the Intelligent Systems Design and Applications, 2017

An Adaptive Large Neighborhood Search with Learning Automata for the Unrelated Parallel Machine Scheduling Problem.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
An ILS-based algorithm to solve a large-scale real heterogeneous fleet VRP with multi-trips and docking constraints.
Eur. J. Oper. Res., 2016

Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems.
Evol. Comput., 2016

GOAL solver: a hybrid local search based solver for high school timetabling.
Ann. Oper. Res., 2016

An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

A hybrid evolutionary probabilistic forecasting model applied for rainfall and wind power forecast.
Proceedings of the 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2016

A new irregular spatial cluster detection through multi-objective particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
A hybrid variable neighborhood search algorithm for targeted offers in direct marketing.
Electron. Notes Discret. Math., 2015

HGVPRLB: A hybrid algorithm for solving binary problems.
Proceedings of the 2015 Latin American Computing Conference, 2015

A Multi-agent Metaheuristic Optimization Framework with Cooperation.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014
Memetic self-adaptive evolution strategies applied to the maximum diversity problem.
Optim. Lett., 2014

Query join ordering optimization with evolutionary multi-agent systems.
Expert Syst. Appl., 2014

Multi-objective metaheuristic algorithms for the resource-constrained project scheduling problem with precedence relations.
Comput. Oper. Res., 2014

Solving the Unrelated Parallel Machine Scheduling Problem with Setup Times by Efficient Algorithms Based on Iterated Local Search.
Proceedings of the Enterprise Information Systems - 16th International Conference, 2014

AIV: A Heuristic Algorithm based on Iterated Local Search and Variable Neighborhood Descent for Solving the Unrelated Parallel Machine Scheduling Problem with Setup Times.
Proceedings of the ICEIS 2014, 2014

A heuristic fuzzy algorithm bio-inspired by Evolution Strategies for energy forecasting problems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

AIRP: A heuristic algorithm for solving the unrelated parallel machine scheduling problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
A Pre-processing Aware RINS Based MIP Heuristic.
Proceedings of the Hybrid Metaheuristics - 8th International Workshop, 2013

An evolutionary multi-agent system for database query optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

An algorithm based on Evolution Strategies for makespan minimization in hybrid flexible flowshop scheduling problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
GENVNS-TS-CL-PR: A heuristic approach for solving the vehicle routing problem with simultaneous pickup and delivery.
Electron. Notes Discret. Math., 2012

Multi-objective approaches for the open-pit mining operational planning problem.
Electron. Notes Discret. Math., 2012

A hybrid heuristic based on General Variable Neighborhood Search for the Single Vehicle Routing Problem with Deliveries and Selective Pickups.
Electron. Notes Discret. Math., 2012

A SA-VNS approach for the High School Timetabling Problem.
Electron. Notes Discret. Math., 2012

Multi-objective Algorithms for the Single Machine Scheduling Problem with Sequence-Dependent Family Setups.
Proceedings of the 31st International Conference of the Chilean Computer Science Society, 2012

GARP: A New Genetic Algorithm for the Unrelated Parallel Machine Scheduling Problem with Setup Times.
Proceedings of the 31st International Conference of the Chilean Computer Science Society, 2012

The Single Vehicle Routing Problem with Deliveries and Selective Pickups in a CPU-GPU Heterogeneous Environment.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012

Multi-objective algorithms for the single machine scheduling problems with setup time dependent on the sequence and the job family.
Proceedings of the 2012 XXXVIII Conferencia Latinoamericana En Informatica (CLEI), 2012

2010
A hybrid heuristic algorithm for the open-pit-mining operational planning problem.
Eur. J. Oper. Res., 2010

An Adaptive Genetic Algorithm to the Single Machine Scheduling Problem with Earliness and Tardiness Penalties.
Proceedings of the Advances in Artificial Intelligence - SBIA 2010, 2010

Using an enhanced integer NSGA-II for solving the multiobjective Generalized Assignment Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

An adaptive genetic algorithm to solve the Single Machine Scheduling Problem with Earliness and Tardiness Penalties.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
GRASP with hybrid heuristic-subproblem optimization for the multi-level capacitated minimum spanning tree problem.
J. Heuristics, 2009

An Adaptive Genetic Algorithm for solving the Single Machine Scheduling Problem with Earliness.
Proceedings of the IEEE International Conference on Systems, 2009

2005
A Tabu search heuristic with efficient diversification strategies for the class/teacher timetabling problem.
ACM J. Exp. Algorithmics, 2005

2004
An Efficient Tabu Search Heuristic for the School Timetabling Problem.
Proceedings of the Experimental and Efficient Algorithms, Third International Workshop, 2004


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