Marcone J. F. Souza

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 35

Top Topics

Combinatorial Optimization

Neighborhood Search

Scheduling Problem

Top Venues

Electron. Notes Discret. Math.

Int. Trans. Oper. Res.

Comput. Oper. Res.

Publications

André L. S. Souza, Marcella Papini, Puca Huachi Vaz Penna, Marcone J. F. Souza
A flexible variable neighbourhood search algorithm for different variants of the Electric Vehicle Routing Problem. Comput. Oper. Res. 168 (2024)
Júlia Beatriz A. Teixeira, Mariana T. Rezende, Débora Nasser Diniz, Cláudia M. Carneiro, Eduardo José da Silva Luz, Marcone J. F. Souza, Daniela M. Ushizima, Fátima N. S. de Medeiros, Andrea Gomes Campos Bianchi
Segmentation of cervical nuclei using convolutional neural network for conventional cytology. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11 (5) (2023)
Jonatas B. C. Chagas, Túlio A. M. Toffolo, Marcone J. F. Souza, Manuel Iori
The double traveling salesman problem with partial last-in-first-out loading constraints. Int. Trans. Oper. Res. 29 (4) (2022)
André L. S. Souza, Marcella Bernardo, Puca Huachi Vaz Penna, Jürgen Pannek, Marcone J. F. Souza
Bi-objective optimization model for the heterogeneous dynamic dial-a-ride problem with no rejects. Optim. Lett. 16 (1) (2022)
Marcelo Ferreira Rego, Júlio Cesar E. M. Pinto, Luciano Perdigão Cota, Marcone J. F. Souza
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. 8 (2022)
Helen Costa, Fernando E. B. Otero, Luiz H. C. Merschmann, Marcone J. F. Souza
A Novel Hybrid Feature Selection Algorithm for Hierarchical Classification. IEEE Access 9 (2021)
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
A non-dominated sorting based customized random-key genetic algorithm for the bi-objective traveling thief problem. J. Heuristics 27 (3) (2021)
Luciano Perdigão Cota, Vitor Nazário Coelho, Frederico G. Guimarães, Marcone J. F. Souza
Bi-criteria formulation for green scheduling with unrelated parallel machines with sequence-dependent setup times. Int. Trans. Oper. Res. 28 (2) (2021)
Débora Nasser Diniz, Mariana T. Rezende, Andrea G. C. Bianchi, Cláudia M. Carneiro, Eduardo José da Silva Luz, Gladston J. P. Moreira, Daniela M. Ushizima, Fátima N. S. de Medeiros, Marcone J. F. Souza
A Deep Learning Ensemble Method to Assist Cytopathologists in Pap Test Image Classification. J. Imaging 7 (7) (2021)
Jonatas B. C. Chagas, Julian Blank, Markus Wagner, Marcone J. F. Souza, Kalyanmoy Deb
A Non-Dominated Sorting Based Customized Random-Key Genetic Algorithm for the Bi-Objective Traveling Thief Problem. CoRR (2020)
Jonatas B. C. Chagas, Ulisses Eduardo Ferreira da Silveira, André G. Santos, Marcone J. F. Souza
A variable neighborhood search heuristic algorithm for the double vehicle routing problem with multiple stacks. Int. Trans. Oper. Res. 27 (1) (2020)
Mário S. Santos, Thomás V. B. Pinto, Ênio Lopes Júnior, Luciano Perdigão Cota, Marcone J. F. Souza, Thiago Antonio M. Euzébio
Simheuristic-based decision support system for efficiency improvement of an iron ore crusher circuit. Eng. Appl. Artif. Intell. 94 (2020)
Jonatas B. C. Chagas, Túlio A. M. Toffolo, Marcone J. F. Souza, Manuel Iori
The double traveling salesman problem with partial last-in-first-out loading constraints. CoRR (2019)
André Luyde S. Souza, Jonatas B. C. Chagas, Puca Huachi Vaz Penna, Marcone J. F. Souza
A Hybrid Heuristic Algorithm for the Dial-a-Ride Problem. ICVNS (2019)
Luciano Perdigão Cota, Frederico G. Guimarães, Roberto G. Ribeiro, Ivan Reinaldo Meneghini, Fernando B. de Oliveira, Marcone J. F. Souza, Patrick Siarry
An adaptive multi-objective algorithm based on decomposition and large neighborhood search for a green machine scheduling problem. Swarm Evol. Comput. 51 (2019)
Débora Nasser Diniz, Marcone J. F. Souza, Cláudia M. Carneiro, Daniela M. Ushizima, Fátima N. S. de Medeiros, Paulo H. C. Oliveira, Andrea G. C. Bianchi
An Iterated Local Search-Based Algorithm to Support Cell Nuclei Detection in Pap Smears Test. ICEIS (Revised Selected Papers) (2019)
Débora Nasser Diniz, Marcone J. F. Souza, Cláudia M. Carneiro, Daniela Mayumi Ushizima, Fátima Nelsizeuma Sombra de Medeiros, Paulo H. C. Oliveira, Andrea G. C. Bianchi
An Iterated Local Search Algorithm for Cell Nuclei Detection from Pap Smear Images. ICEIS (1) (2019)
André L. S. Souza, Jonatas B. C. Chagas, Puca Huachi Vaz Penna, Marcone J. F. Souza
A Late Acceptance Hill-Climbing Heuristic Algorithm for the Double Vehicle Routing Problem with Multiple Stacks and Heterogeneous Demand. ISDA (1) (2018)
Vitor Nazário Coelho, Igor Machado Coelho, Nenad Mladenovic, Helena Ramalhinho, Luiz Satoru Ochi, Frederico G. Guimarães, Marcone J. F. Souza
Less Is More: The Neighborhood Guided Evolution Strategies Convergence on Some Classic Neighborhood Operators. ICVNS (2018)
Jean Carlos Tibúrcio Campos, Alexandre Xavier Martins, Marcone J. F. Souza
A hybrid VNS algorithm for solving the multi-level capacitated minimum spanning tree problem. Electron. Notes Discret. Math. 66 (2018)
Helen Costa, Leandro Galvão, Luiz H. C. Merschmann, Marcone J. F. Souza
A VNS algorithm for feature selection in hierarchical classification context. Electron. Notes Discret. Math. 66 (2018)
Bruno Ferreira Rosa, Marcone J. F. Souza, Sérgio Ricardo de Souza
Algorithms based on VNS for solving the Single Machine Scheduling Problem with Earliness and Tardiness Penalties. Electron. Notes Discret. Math. 66 (2018)
Mateus N. Coelho, Vitor Nazário Coelho, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza
Learning music time series with a parallel hybrid forecasting model calibrated with Reduced VNS. Electron. Notes Discret. Math. 66 (2018)
Roberto D. Aquino, Jonatas B. C. Chagas, Marcone J. F. Souza
A Variable Neighborhood Search Algorithm for the Long-term Preventive Maintenance Scheduling Problem. ICEIS (1) (2018)
Eduardo Camargo de Siqueira, Marcone J. F. Souza, Sérgio Ricardo de Souza
A Multi-objective Variable Neighborhood Search algorithm for solving the Hybrid Flow Shop Problem. Electron. Notes Discret. Math. 66 (2018)
Vitor Nazário Coelho, Thays A. Oliveira, Igor Machado Coelho, Bruno N. Coelho, Peter J. Fleming, Frederico G. Guimarães, Helena Ramalhinho Dias Lourenço, Marcone J. F. Souza, El-Ghazali Talbi, Thibaut Lust
Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign. Comput. Oper. Res. 78 (2017)
Thays A. Oliveira, Vitor Nazário Coelho, Helena R. Lourenço, Marcone J. F. Souza, Bruno N. Coelho, Daniel C. Rezende, Igor Machado Coelho
A VNS approach for book marketing campaigns generated with quasi-bicliques probabilities. Electron. Notes Discret. Math. 58 (2017)
Jonatas B. C. Chagas, André G. Santos, Marcone J. F. Souza
A Memetic Algorithm for the Network Construction Problem with Due Dates. ISDA (2017)
Roberto D. Aquino, Jonatas B. C. Chagas, Marcone J. F. Souza
A Mixed-Integer Linear Programming Model and a Simulated Annealing Algorithm for the Long-Term Preventive Maintenance Scheduling Problem. ISDA (2017)
Vitor Nazário Coelho, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Eduardo José da S. Luz, Alexandre C. Barbosa, Mateus N. Coelho, Guilherme G. Netto, R. C. Costa, Alysson A. Pinto, A. de P. Figueiredo, M. E. V. Elias, D. C. O. G. Filho, Thays A. Oliveira
EEG time series learning and classification using a hybrid forecasting model calibrated with GVNS. Electron. Notes Discret. Math. 58 (2017)
Denis Xavier, Gladston Moreira, Eduardo José da S. Luz, Marcone J. F. Souza
A new irregular spatial cluster detection through multi-objective particle swarm optimization. CEC (2016)
Guilherme G. Netto, Alexandre C. Barbosa, Mateus N. Coelho, Arthur R. L. Miranda, Vitor Nazário Coelho, Marcone J. F. Souza, Frederico G. Guimarães, Agnaldo J. R. Reis
A hybrid evolutionary probabilistic forecasting model applied for rainfall and wind power forecast. EAIS (2016)
Vitor Nazário Coelho, Igor Machado Coelho, Marcone J. F. Souza, Thays A. Oliveira, Luciano Perdigão Cota, Matheus Nohra Haddad, Nenad Mladenovic, Rodrigo César Pedrosa Silva, Frederico G. Guimarães
Hybrid Self-Adaptive Evolution Strategies Guided by Neighborhood Structures for Combinatorial Optimization Problems. Evol. Comput. 24 (4) (2016)
Vitor Nazário Coelho, Igor Machado Coelho, Ivan Reinaldo Meneghini, Marcone J. F. Souza, Frederico G. Guimarães
An automatic calibration framework applied on a metaheuristic fuzzy model for the CIF competition. IJCNN (2016)
Vitor Nazário Coelho, Alex Grasas, Helena Ramalhinho Dias Lourenço, Igor Machado Coelho, Marcone J. F. Souza, R. C. Cruz
An ILS-based algorithm to solve a large-scale real heterogeneous fleet VRP with multi-trips and docking constraints. Eur. J. Oper. Res. 250 (2) (2016)
Thays A. Oliveira, Vitor Nazário Coelho, Marcone J. F. Souza, D. L. T. Boava, F. Boava, Igor Machado Coelho, Bruno N. Coelho
A hybrid variable neighborhood search algorithm for targeted offers in direct marketing. Electron. Notes Discret. Math. 47 (2015)
Vitor Nazário Coelho, Frederico G. Guimarães, Agnaldo J. R. Reis, Igor Machado Coelho, Bruno N. Coelho, Marcone J. F. Souza
A heuristic fuzzy algorithm bio-inspired by Evolution Strategies for energy forecasting problems. FUZZ-IEEE (2014)
Matheus Nohra Haddad, Luciano Perdigão Cota, Marcone J. F. Souza, Nelson Maculan
Solving the Unrelated Parallel Machine Scheduling Problem with Setup Times by Efficient Algorithms Based on Iterated Local Search. ICEIS (Revised Selected Papers) (2014)
Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza
Query join ordering optimization with evolutionary multi-agent systems. Expert Syst. Appl. 41 (15) (2014)
Thiago M. Gomes, Haroldo G. Santos, Marcone J. F. Souza
A Pre-processing Aware RINS Based MIP Heuristic. Hybrid Metaheuristics (2013)
Eduardo Camargo de Siqueira, Marcone J. F. Souza, Sérgio Ricardo de Souza, Moacir Felizardo de França Filho, Carolina Gil Marcelino
An algorithm based on Evolution Strategies for makespan minimization in hybrid flexible flowshop scheduling problems. IEEE Congress on Evolutionary Computation (2013)
Frederico A. C. A. Gonçalves, Frederico G. Guimarães, Marcone J. F. Souza
An evolutionary multi-agent system for database query optimization. GECCO (2013)
Vitor Nazário Coelho, Marcone J. F. Souza, Igor Machado Coelho, Frederico G. Guimarães, Thibaut Lust, R. C. Cruz
Multi-objective approaches for the open-pit mining operational planning problem. Electron. Notes Discret. Math. 39 (2012)
Samuel S. Brito, George H. G. Fonseca, Túlio A. M. Toffolo, Haroldo G. Santos, Marcone J. F. Souza
A SA-VNS approach for the High School Timetabling Problem. Electron. Notes Discret. Math. 39 (2012)
R. C. Cruz, T. C. B. Silva, Marcone J. F. Souza, Vitor Nazário Coelho, Marcio Tadayuki Mine, Alexandre Xavier Martins
GENVNS-TS-CL-PR: A heuristic approach for solving the vehicle routing problem with simultaneous pickup and delivery. Electron. Notes Discret. Math. 39 (2012)
Fabio Fernandes Ribeiro, Sérgio Ricardo de Souza, Marcone J. F. Souza, Rogério M. Gomes
An adaptive genetic algorithm to solve the Single Machine Scheduling Problem with Earliness and Tardiness Penalties. IEEE Congress on Evolutionary Computation (2010)
Marcone J. F. Souza, Igor Machado Coelho, Sabir Ribas, Haroldo G. Santos, Luiz Henrique de Campos Merschmann
A hybrid heuristic algorithm for the open-pit-mining operational planning problem. Eur. J. Oper. Res. 207 (2) (2010)
Robert F. Subtil, Eduardo G. Carrano, Marcone J. F. Souza, Ricardo H. C. Takahashi
Using an enhanced integer NSGA-II for solving the multiobjective Generalized Assignment Problem. IEEE Congress on Evolutionary Computation (2010)
Alexandre Xavier Martins, Maurício C. de Souza, Marcone J. F. Souza, Túlio A. M. Toffolo
GRASP with hybrid heuristic-subproblem optimization for the multi-level capacitated minimum spanning tree problem. J. Heuristics 15 (2) (2009)
Haroldo G. Santos, Luiz Satoru Ochi, Marcone J. F. Souza
A Tabu search heuristic with efficient diversification strategies for the class/teacher timetabling problem. ACM J. Exp. Algorithmics 10 (2005)
Haroldo G. Santos, Luiz Satoru Ochi, Marcone J. F. Souza
An Efficient Tabu Search Heuristic for the School Timetabling Problem. WEA (2004)