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Cutting, packing, lot-sizing, scheduling, routing and location problems and their integration in industrial and logistics settings

Grant number: 22/05803-3
Support Opportunities:Research Projects - Thematic Grants
Start date: May 01, 2023
End date: April 30, 2028
Field of knowledge:Engineering - Production Engineering - Operational Research
Principal Investigator:Reinaldo Morabito Neto
Grantee:Reinaldo Morabito Neto
Host Institution: Centro de Ciências Exatas e de Tecnologia (CCET). Universidade Federal de São Carlos (UFSCAR). São Carlos , SP, Brazil
Pesquisadores principais:
Débora Pretti Ronconi ; Horacio Hideki Yanasse ; Mariá Cristina Vasconcelos Nascimento Rosset ; Maristela Oliveira dos Santos ; Pedro Augusto Munari Junior ; Silvio Alexandre de Araujo
Associated researchers:Adriana Cristina Cherri ; Andrea Carla Gonçalves Vianna ; Antônio Augusto Chaves ; Carla Taviane Lucke da Silva Ghidini ; Carlos Alberto Alonso Sanches ; Claudio Fabiano Motta Toledo ; Cleber Damião Rocco ; Deisemara Ferreira ; Diego Jacinto Fiorotto ; Edilaine Martins Soler ; Eli Angela Vitor Toso ; Ernesto Julián Goldberg Birgin ; Flávio Keidi Miyazawa ; Helio Yochihiro Fuchigami ; Kelly Cristina Poldi ; Lehilton Lelis Chaves Pedrosa ; Leonardo Junqueira ; Luis Felipe Cesar da Rocha Bueno ; Luiz Gustavo Bizarro Mirisola ; Luiz Leduíno de Salles Neto ; Marcos Mansano Furlan ; Maria Do Socorro Nogueira Rangel ; Maria José Pinto ; Marina Andretta ; Mateus Pereira Martin ; Mônica Maria de Marchi ; Nei Yoshihiro Soma ; Rafael Crivellari Saliba Schouery ; Roberto Fernandes Tavares Neto ; Sônia Cristina Poltroniere ; Victor Claudio Bento de Camargo ; Vitória Maria Miranda Pureza ; Washington Alves de Oliveira
Associated research grant(s):25/13907-1 - Solution Methods for the home health care scheduling and routing problem, AP.R
25/13744-5 - A heuristic approach for the storage and distribution of food baskets to indigenous communities under food insecurity, AP.R
24/03966-8 - 33rd European Conference on Operational Research, AR.EXT
Associated scholarship(s):25/00277-0 - A Stochastic Approach to Lot-Sizing Decisions Under Demand Uncertainty, BE.PQ
25/07656-6 - Optimization of integrated harvesting and production planning in Orange Juice Manufacturing, BP.MS
25/20313-0 - Cutting, packing, lot-sizing, scheduling, routing and location problems and their integration in industrial and logistics settings, BP.JC
+ associated scholarships 25/09548-6 - HEURISTICS FOR THE TRAVELING SALESMAN PROBLEM WITH d-RELAXED PRIORITY RULE, BP.IC
25/09621-5 - The lot sizing problem with multiple production plants and stochastic demand: formulations and solution methods, BP.DR
25/00494-0 - Sugarcane Harvesting Fronts Scheduling with multiple plants, BP.MS
25/11059-3 - Random-key metaheuristics for the block relocation problem, BP.IC
24/01409-4 - LOT-SIZING AND ROUTING PROBLEMS: INDUSTRIAL AND LOGISTIC APPLICATIONS, BE.PQ
25/07868-3 - Mathematical modeling for the three-dimensional guillotine cutting stock problem, BP.IC
24/16194-3 - Mathematical Modeling and metaheuristics for integrated cutting stock and scheduling problems, BP.PD
25/03514-2 - New formulations and solution methods for the minimization of open stack and related problems, BP.PD
25/00386-3 - A new integration of the multi-plant lot sizing problem with the distribution problem, BP.PD
24/19351-2 - The Active and Passive Vehicle Routing Problem: Exact Methods Based on Bender Decomposition, BP.MS
24/17600-5 - A study on the cutting stock and production scheduling problem, BP.DR
24/17657-7 - The electric vehicle routing problem with heterogeneous mixed fleet and non-linear partial charging, BP.DR
24/21921-1 - Study of Variants of the Vehicle Routing Problem with Time Windows and Multiple Deliverymen with Two Decision Levels, BP.DD
24/22829-1 - Flight rescheduling in air transport to maritime units via constraint programming, BP.IC
24/20161-3 - A combinatorial algorithm for the constrained k-staged guillotine cutting problem, BP.IC
24/19664-0 - The vehicle allocation problem with uncertain parameters: robust optimization and stochastic programming approaches, BP.PD
24/13778-4 - No-wait flexible job shop scheduling problem: study of accelerations of Benders decomposition, BP.IC
24/06580-3 - The vehicle routing problem with stochastic demand: new models and solution methods, BP.PD
24/02631-2 - Heuristic methods for nesting problems with plate reuse, BP.MS
24/02641-8 - Algorithms for Scheduling Elective Surgeries, BP.DR
23/17964-4 - A Combinatorial Branch-and-Bound Algorithm for the Bin Packing Problem, BP.MS
23/13972-2 - Approximation Algorithms for Packing and Independent Set Problems, BP.IC
23/10381-3 - Integer solutions for the one-dimensional cutting stock problem with usable leftovers, BP.IC
23/07639-9 - Relax-and-fix heuristic for the lot-sizing problem: solution strategies and applications, BP.IC
22/16817-5 - Robust Optimization applied to the Vehicle Allocation Problem, BP.IC - associated scholarships

Abstract

This project addresses a wide range of discrete optimization and operations research problems, and aims to contribute with innovative approaches and solutions to production and supply chain management problems. The problems focused in this thematic project are divided into: (A) cutting problems, (B) packing problems, (C) lot-sizing problems, (D) scheduling problems, (E) routing problems (F) location problems and (G) the integration of these problems. In addition to the study and development of mathematical models related to these problems, solution methods and algorithms to solve them will be developed, and their computational performances will be analyzed. The project also aims to continue the integration and collaboration of research groups from different institutions interested in these issues, as well as human resource training for research and technological developments. It is intended to intensify cooperation between the productive sector and academia, with the development of case studies in companies. It is expected, therefore, to enable collaborations and partnerships in the study of these problems and in the development of computational tools to be used in practice. The team of this project is composed of several researchers at various stages of their academic careers, from graduate students and recent doctors, to experienced researchers. This project is a continuation of three other FAPESP Thematic Projects, the first being developed between 2006 and 2010, the second between 2010 and 2015 and, the third between 2017 and 2023. In the first two projects, problems were studied mainly in (A), (B), (C), (D), as well as some integration of these problems (G). In the third project, problems (E) and (F) were added and the study of the integrations between the problems was intensified. (AU)

Articles published in Agência FAPESP Newsletter about the research grant:
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Scientific publications (59)
(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)
SENNA, FERNANDO; COELHO, LEANDRO C.; MORABITO, REINALDO; MUNARI, PEDRO. An exact method for a last-mile delivery routing problem with multiple deliverymen. European Journal of Operational Research, v. 317, n. 2, p. 13-pg., . (21/14441-5, 22/05803-3, 22/09679-5, 13/07375-0)
BORGES, YULLE G. F.; DE LIMA, VINICIUS L.; MIYAZAWA, FLAVIO K.; PEDROSA, LEHILTON L. C.; DE QUEIROZ, THIAGO A.; SCHOUERY, RAFAEL C. S.. Algorithms for the bin packing problem with scenarios. JOURNAL OF COMBINATORIAL OPTIMIZATION, v. 48, n. 4, p. 28-pg., . (22/05803-3, 17/11831-1)
TEIXEIRA, EDUARDO DOS SANTOS; ARAUJO, SILVIO ALEXANDRE DE. Formulations for the clustered traveling salesman problem with d-relaxed priority rule. Computers & Operations Research, v. 161, p. 25-pg., . (16/01860-1, 22/05803-3, 13/07375-0)
ALIANO FILHO, ANGELO; ROCCO, CLEBER DAMIAO; MORABITO, REINALDO. Bi-objective model for tactical planning in corn supply chain considering CO2 balance. INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE-OPERATIONS & LOGISTICS, v. 11, n. 1, p. 36-pg., . (22/05803-3)
ALVES, GIOVANNA ABREU; TAVARES, ROBERTO; AMORIM, PEDRO; CAMARGO, VICTOR CLAUDIO BENTO. A systematic review of mathematical programming models and solution approaches for the textile supply chain. COMPUTERS & INDUSTRIAL ENGINEERING, v. 202, p. 31-pg., . (16/01860-1, 22/05803-3, 13/07375-0)
ALVAREZ, G. Q.; BIRGIN, E. G.. A first-order regularized approach to the order-value optimization problem. OPTIMIZATION METHODS & SOFTWARE, v. N/A, p. 25-pg., . (23/08706-1, 22/05803-3, 13/07375-0)
CHAVES, A. A.; RESENDE, M. G. C.; SILVA, R. M. A.. A RANDOM-KEY GRASP FOR COMBINATORIAL OPTIMIZATION. JOURNAL OF NONLINEAR AND VARIATIONAL ANALYSIS, v. 8, n. 6, p. 27-pg., . (22/05803-3, 18/15417-8)
ALIANO FILHO, ANGELO; MORABITO, REINALDO. An effective approach for bi-objective multi-period touristic itinerary planning. EXPERT SYSTEMS WITH APPLICATIONS, v. 240, p. 29-pg., . (22/05803-3)
ALVES, GIOVANNA ABREU; FREITAS, IAGO PINHEIRO DE; CAMARGO, VICTOR CLAUDIO BENTO. A surrogate-based heuristic for production planning problem of orders in small foundries. Computers & Operations Research, v. 164, p. 11-pg., . (16/01860-1, 20/10069-1, 22/05803-3)
MAXIMO, VINICIUS R.; CORDEAU, JEAN-FRANCOIS; NASCIMENTO, MARIA C. V.. A hybrid adaptive iterated local search heuristic for the maximal covering location problem. International Transactions in Operational Research, v. 32, n. 1, p. 18-pg., . (10/50646-6, 16/01860-1, 22/05803-3, 19/22067-6, 13/07375-0)
FERREIRA, KAMYLA MARIA; ARCHETTI, CLAUDIA; DELLE DONNE, DIEGO; MORABITO, REINALDO; MUNARI, PEDRO. The commodity constrained split delivery vehicle routing problem carbon emission: Formulations and a branch-and-cut method. EURO JOURNAL ON TRANSPORTATION AND LOGISTICS, v. 14, p. 12-pg., . (22/05803-3, 23/07988-3, 16/01860-1, 22/10303-0)
VIEIRA, BRUNO SALEZZE; SILVA, EDUARDO MACHADO; CHAVES, ANTONIO AUGUSTO. Random-key algorithms for optimizing integrated Operating Room Scheduling. APPLIED SOFT COMPUTING, v. 180, p. 25-pg., . (22/05803-3, 18/15417-8, 23/04588-4, 21/09482-4, 24/08848-3)
TAVARES, CASSIANO; MUNARI, PEDRO. Strategic planning in citriculture: An optimization approach. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 222, p. 21-pg., . (22/05803-3, 13/07375-0)
PAULINO, ERIK JUNIOR; CHERRI, ADRIANA C.; SOLER, EDILAINE M.. Suitability model and optimal location of biodigesters in the state of Sao Paulo. ENERGY REPORTS, v. 11, p. 15-pg., . (22/05803-3)
SANTOSH KUMAR MANDAL; THIAGO ALVES DE QUEIROZ; FLÁVIO KEIDI MIYAZAWA. A BIASED RANDOM-KEY GENETIC ALGORITHM FOR THE 2D STRIP PACKING PROBLEM WITH ORDER AND STABILITY CONSTRAINTS. Pesquisa Operacional, v. 44, . (22/06707-8, 15/11937-9, 22/05803-3)
DE FREITAS, MIGUEL GONCALVES; ABREU, ALEX PARANAHYBA; BRANCO, FABIO JOSE CERON; FUCHIGAMI, HELIO YOCHIHIRO; DE MELLO, RIAN TAVARES. Performance investigation of metaheuristics for the just-in-time single-machine under different time windows and setup restrictions. INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING COMPUTATIONS, v. N/A, p. 10-pg., . (23/08678-8, 22/05803-3, 22/10993-6)
MAXIMO, VINICIUS R.; CORDEAU, JEAN-FRANCOIS; NASCIMENTO, MARIA C. V.. AILS-II: An Adaptive Iterated Local Search Heuristic for the Large-Scale Capacitated Vehicle Routing Problem. INFORMS JOURNAL ON COMPUTING, v. 36, n. 4, p. 13-pg., . (22/05803-3, 19/22067-6, 13/07375-0)
FANTAZZINI, TARLEY MANSUR; VIEIRA, THIAGO; MORABITO, REINALDO; MUNARI, PEDRO. Hierarchical goal programming approaches to solve a discrete-time formulation for the aircraft recovery problem of a Brazilian oil and gas company. International Transactions in Operational Research, v. N/A, p. 32-pg., . (16/01860-1, 22/05803-3, 13/07375-0, 20/11602-5)
MARTIN, MATEUS; DE QUEIROZ, THIAGO ALVES; MORABITO, REINALDO. Solving the three-dimensional open-dimension rectangular packing problem: A constraint programming model. Computers & Operations Research, v. 167, p. 12-pg., . (16/01860-1, 22/05803-3, 13/07375-0)
LARA MARINS; REINALDO MORABITO; CLEBER ROCCO. MODELLING AND OPTIMIZING THE TACTICAL PLANNING OF THE CORN SUPPLY CHAIN CONSIDERING DOMESTIC AND EXPORT MARKETS. Pesquisa Operacional, v. 44, . (22/05803-3)
OTA, CRISTINA TERUKO; FIOROTTO, DIEGO JACINTO; GHIDINI, CARLA TAVIANE LUCKE DA SILVA; DE OLIVEIRA, WASHINGTON ALVES. A flow-based model for the multivehicle covering tour problem with route balancing. International Transactions in Operational Research, v. 31, n. 5, p. 26-pg., . (21/09386-5, 20/09838-0, 22/05803-3)
CHAGAS, VITOR GOMES; DELL'ARRIVA, ELISA; MIYAZAWA, FLAVIO KEIDI. Approximation Schemes Under Resource Augmentation for Knapsack and Packing Problems of Hyperspheres and Other Shapes. APPROXIMATION AND ONLINE ALGORITHMS, WAOA 2023, v. 14297, p. 15-pg., . (22/05803-3)
BUENO, L. F.; HAESER, G.; KOLOSSOSKI, O.. A JACOBI-TYPE NEWTON METHOD FOR NASH EQUILIBRIUM PROBLEMS WITH DESCENT GUARANTEES. SIAM JOURNAL ON OPTIMIZATION, v. 35, n. 3, p. 31-pg., . (13/07375-0, 22/05803-3, 23/08706-1, 15/02528-8, 21/05007-0)
RODRIGUES, GUSTAVO DE ABREU; JUNQUEIRA, LEONARDO; VIEIRA, JOSE GERALDO VIDAL; DA SILVA JUNIOR, ORIVALDE SOARES; DA CUNHA, CLAUDIO BARBIERI. Rural last-mile distribution using a hybrid heuristic-multi-criteria decision-making framework. EXPERT SYSTEMS WITH APPLICATIONS, v. 289, p. 19-pg., . (22/05803-3, 22/03182-1)
DAMM, R. B.; CHAVES, A. A.; RIVEAUX, J. A.; RONCONI, D. P.. Scheduling technicians and tasks through an adaptive multi-objective biased random-key genetic algorithm. ANNALS OF OPERATIONS RESEARCH, v. N/A, p. 36-pg., . (18/15417-8, 22/06747-0, 22/05803-3, 13/07375-0)
BIRGIN, E. G.; MARTINEZ, J. M.. On polynomial predictions for river surface elevations. OPTIMIZATION AND ENGINEERING, v. N/A, p. 46-pg., . (22/05803-3, 13/07375-0, 23/08706-1)
ALVES, GIOVANNA ABREU; BARCO, CLARISSA FULLIN; TAVARES, ROBERTO; CAMARGO, VICTOR CLAUDIO BENTO. Using mathematical modeling to meet service levels in production planning in market foundries. FLEXIBLE SERVICES AND MANUFACTURING JOURNAL, v. N/A, p. 31-pg., . (16/01860-1, 20/10069-1, 22/05803-3)
SEMAN, LAIO ORIEL; RIGO, CEZAR ANTONIO; CAMPONOGARA, EDUARDO; MUNARI, PEDRO; BEZERRA, EDUARDO AUGUSTO. Improving energy aware nanosatellite task scheduling by a branch-cut-and-price algorithm. Computers & Operations Research, v. 158, p. 17-pg., . (22/05803-3, 13/07375-0)
BECKER, HENRIQUE; MARTIN, MATEUS; ARAUJO, OLINTO; BURIOL, LUCIANA S. S.; MORABITO, REINALDO. Comparative analysis of mathematical formulations for the two-dimensional guillotine cutting problem. International Transactions in Operational Research, v. N/A, p. 26-pg., . (22/05803-3, 16/01860-1)
MARTIN, MATEUS; ALVAREZ, ALDAIR; DE LA VEGA, JONATHAN; MORABITO, REINALDO. A constraint programming model and a hybrid iterated local search algorithm for solving an aircraft recovery problem in the oil and gas industry. Journal of the Operational Research Society, v. N/A, p. 13-pg., . (22/05803-3, 13/07375-0)
ROCCO, CLEBER DAMIAO; GUIMARAES, LUIS; ALMADA-LOBO, BERNARDO; MORABITO, REINALDO. An optimisation approach for the agricultural and industrial tactical planning in the fresh fruit processing industry. INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, v. N/A, p. 31-pg., . (22/05803-3, 23/04285-1)
BIRGIN, ERNESTO G.; RIVEAUX, JOSE ANGEL; RONCONI, DEBORA P.. Energy-aware flexible job shop scheduling problem with nonlinear routes and position-based learning effect. International Transactions in Operational Research, v. N/A, p. 32-pg., . (23/08706-1, 22/05803-3, 22/16743-1, 13/07375-0)
BIRGIN, ERNESTO G.; HAESER, GABRIEL; MACULAN, NELSON; RAMIREZ, LENNIN MALLMA. On the Global Convergence of a General Class of Augmented Lagrangian Methods. JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, v. 206, n. 3, p. 25-pg., . (22/16733-6, 22/05803-3, 13/07375-0, 23/08706-1)
NOBLE-RAMOS, VICTOR MARIO; FERREIRA, DEISEMARA; ALEM, DOUGLAS; MORABITO, REINALDO. A critical review of MIP models for lot-sizing and scheduling in the beverage industry. COMPUTERS & INDUSTRIAL ENGINEERING, v. 205, p. 20-pg., . (22/05803-3, 23/08977-5)
CARVALHO, DESIREE M.; JANS, RAF; DE ARAUJO, SILVIO A.; FIOROTTO, DIEGO J.. A heuristic approach for the integrated production-transportation problem with process flexibility. Computers & Operations Research, v. 163, p. 16-pg., . (16/01860-1, 22/05803-3, 18/18754-5, 19/00614-5, 21/09386-5, 19/18301-3, 13/07375-0)
FERREIRA, KAMYLA MARIA; DE QUEIROZ, THIAGO ALVES; MUNARI, PEDRO; TOLEDO, FRANKLINA MARIA BRAGION. A variable neighborhood search for the green vehicle routing problem with two-dimensional loading constraints and split delivery. European Journal of Operational Research, v. 316, n. 2, p. 20-pg., . (22/05803-3, 19/23596-2, 13/07375-0, 22/10303-0)
BRUCK, BRUNO P.; COUTINHO, WALTON P.; MUNARI, PEDRO. The Robust Bike sharing Rebalancing Problem: Formulations and a branch-and-cut algorithm. European Journal of Operational Research, v. 325, n. 1, p. 14-pg., . (22/05803-3, 19/23596-2, 13/07375-0)
OBAL, THALITA MONTEIRO; DE SOUZA, JOVANI TAVEIRA; FLORENTINO, HELENICE DE OLIVEIRA; DE FRANCISCO, ANTONIO CARLOS; SOLER, EDILAINE MARTINS. A matheuristic applied to clustering rural properties and allocating plants for biogas generation. ENERGY, v. 305, p. 14-pg., . (22/05803-3, 13/07375-0)
NASCIMENTO, DOUGLAS NOGUEIRA; CHERRI, ADRIANA CRISTINA; OLIVEIRA, JOSE FERNANDO. The two-dimensional cutting stock problem with usable leftovers and uncertainty in demand. COMPUTERS & INDUSTRIAL ENGINEERING, v. 186, p. 15-pg., . (18/07240-0, 18/16600-0, 19/25041-8, 22/05803-3)
DA COSTA, CALVIN RODRIGUES; NASCIMENTO, MARIA CRISTINA VASCONCELOS. The bi-objective prize collecting traveling backpacker problem for planning flight itineraries. INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, v. N/A, p. 25-pg., . (22/05803-3, 13/07375-0)
BIRGIN, E. G.; CORREA, M. R.; GONZALEZ-LOPEZ, V. A.; MARTINEZ, J. M.; RODRIGUES, D. S.. Randomly Supported Variations of Deterministic Models and Their Application to One-Dimensional Shallow Water Flows. JOURNAL OF HYDRAULIC ENGINEERING, v. 150, n. 5, p. 11-pg., . (13/07375-0, 22/05803-3, 18/24293-0)
LUCAS FARIAS DE MENEZES; ANTONIO ROBERTO BALBO; ADRIANA CRISTINA CHERRI; SÔNIA CRISTINA POLTRONIERE; CARLA TAVIANE LUCKE DA SILVA GHIDINI; EDILAINE MARTINS SOLER. Otimização do consumo energético em uma indústria gráfica. Gestão & Produção, v. 31, . (22/12652-1, 22/05803-3)
CAMPOS, RAFAEL A.; CHAGAS, GUILHERME O.; COELHO, LEANDRO C.; MUNARI, PEDRO. Exact methods and a variable neighborhood search for the robust capacitated p-median problem. Computers & Operations Research, v. 173, p. 18-pg., . (22/05803-3, 13/07375-0)
DA SILVA, RENAN F. F.; BORGES, YULLE G. F.; SCHOUERY, RAFAEL C. S.. Fast neighborhood search heuristics for the colored bin packing problem. ANNALS OF OPERATIONS RESEARCH, v. N/A, p. 28-pg., . (20/06511-0, 22/05803-3)
SILVA, WELVERTON R.; USBERTI, FABIO L.; SCHOUERY, RAFAEL C. S.. On the approximability and energy-flow modeling of the electric vehicle sharing problem. COMPUTERS & INDUSTRIAL ENGINEERING, v. 192, p. 16-pg., . (22/05803-3)
FUCHIGAMI, HELIO YOCHIHIRO; ABREU, ALEX PARANAHYBA. Innovative Optimization Algorithms for Large-Sized Industrial Scheduling Problems. Brazilian Archives of Biology and Technology, v. 67, p. 18-pg., . (22/10993-6, 22/05803-3, 23/08678-8)
FURLAN, MARCOS; ALMADA-LOBO, BERNARDO; SANTOS, MARISTELA; MORABITO, REINALDO. Matheuristic for the lot-sizing and scheduling problem in integrated pulp and paper production. COMPUTERS & INDUSTRIAL ENGINEERING, v. 192, p. 19-pg., . (22/05803-3, 11/00274-8, 13/07375-0)
BORGES, YULLE G. F.; SCHOUERY, RAFAEL C. S.; MIYAZAWA, FLAVIO K.. Mathematical models and exact algorithms for the Colored Bin Packing Problem. Computers & Operations Research, v. 164, p. 16-pg., . (15/11937-9, 22/05803-3)
CAMPOS, RAFAEL; COELHO, LEANDRO C.; MUNARI, PEDRO. New formulations for the robust vehicle routing problem with time windows under demand and travel time uncertainty. OR SPECTRUM, v. N/A, p. 43-pg., . (19/23596-2, 22/05803-3, 13/07375-0, 19/22235-6)
JESKE, MARLON; SANSO, BRUNILDE; ALOISE, DANIEL; NASCIMENTO, MARIA C. V.. Received Signal Strength Indicator Prediction for Mesh Networks in a Real Urban Environment Using Machine Learning. IEEE ACCESS, v. 12, p. 17-pg., . (22/05803-3, 13/07375-0)
BIRGIN, ERNESTO G.; LAURAIN, ANTOINE; SOUZA, DANILO R.. Reconstruction of Voronoi diagrams in inverse potential problems. ESAIM-CONTROL OPTIMISATION AND CALCULUS OF VARIATIONS, v. 30, p. 37-pg., . (22/05803-3, 22/16733-6, 13/07375-0, 23/08706-1)
CHAVES, ANTONIO A.; OLIVEIRA, RUDINEI M.; GONCALVES, JOSE F.; LORENA, LUIZ A. N.. An adaptive biased random-key genetic algorithm for the tactical berth allocation problem. 39TH ANNUAL ACM SYMPOSIUM ON APPLIED COMPUTING, SAC 2024, v. N/A, p. 8-pg., . (22/05803-3, 18/15417-8)
DA COSTA, CALVIN RODRIGUES; NASCIMENTO, MARIA CRISTINA VASCONCELOS. The priority-based traveling backpacker problem: Formulations and heuristics. EXPERT SYSTEMS WITH APPLICATIONS, v. 238, p. 14-pg., . (22/05803-3, 13/07375-0)
BIRGIN, ERNESTO G.; GARDENGHI, JOHN L.; MARCONDES, DIAULAS S.; MARTINEZ, JOSE MARIO. Accelerated derivative-free spectral residual method for nonlinear systems of equations. RAIRO-OPERATIONS RESEARCH, v. 59, n. 1, p. 16-pg., . (23/08706-1, 22/05803-3, 13/07375-0)
ANDRADE, PEDRO ROCHAVETZ DE LARA; DE ARAUJO, SILVIO ALEXANDRE; CHERRI, ADRIANA CRISTINA; LEMOS, FELIPE KESROUANI. A 3-level integrated lot sizing and cutting stock problem applied to a truck suspension factory. Top, v. N/A, p. 28-pg., . (22/05803-3, 13/07375-0)
DA SILVA SANTANA, JOSE RENATHO; FUCHIGAMI, HELIO YOCHIHIRO. A novel and efficient mathematical optimization model for multi-stage assembly flow shop considering post-processing. JOURNAL OF INDUSTRIAL AND PRODUCTION ENGINEERING, v. N/A, p. 13-pg., . (22/05803-3)
SILVA, EDUARDO M.; CHAVES, ANTONIO A.; DE ARAUJO, SILVIO A.; JANS, RAF. Random-Key Optimizer with reinforcement learning for the Capacitated Multi-period Cutting Stock Problem with setup cost. Computers & Operations Research, v. 183, p. 18-pg., . (13/07375-0, 22/05803-3, 22/05803-3, 23/04588-4, 24/08848-3, 24/01409-4, 18/15417-8)
MESQUITA, A. C. P.; SANCHES, C. A. A.. Air cargo load and route planning in pickup and delivery operations. EXPERT SYSTEMS WITH APPLICATIONS, v. 249, p. 15-pg., . (22/05803-3)
FERREIRA, KAMYLA MARIA; MUNARI, PEDRO; DE QUEIROZ, THIAGO DE ALVES; ARCHETTI, CLAUDIA; MORABITO, REINALDO. Exact Methods for the Split Delivery Vehicle Routing Problem With Two-Dimensional Loading Constraints. NETWORKS, v. N/A, p. 28-pg., . (22/05803-3, 23/07988-3, 22/10303-0)