Pedro Augusto
Munari Jr.

Publications

Articles

• Abreu, A., Battarra, M., Costa, L., & Munari Jr., P. A. (2026). The robust pickup and delivery problem with time windows. European Journal of Operational Research. DOI : 10.1016/j.ejor.2026.03.031
• Senna, F., C. Coelho, L., Morabito, R., & Munari Jr., P. A. (2026). The two-echelon location-routing problem: A comparative analysis of novel and existing compact. Transportation Research Part E: Logistics and Transportation Review, 205, 104494. DOI : 10.1016/j.tre.2025.104494
• Dollevoet, T., Munari Jr., P. A., & Spliet, R. (2025). A p -step formulation for the capacitated vehicle routing problem. Transportation Science. DOI : 10.1287/trsc.2024.0936
• Ajudarte De Campos, R., Oliveira Chagas, G., C. Coelho, L., & Munari Jr., P. A. (2025). Exact methods and a variable neighborhood search for the robust capacitated -median problem. Computers & Operations Research, 173, 106851. DOI : 10.1016/j.cor.2024.106851
• Ferreira, K. M., Alves De Queiroz, T., Munari Jr., P. A., & Bragion Toledo, F. M. (2024). A variable neighborhood search for the green vehicle routing problem with two-dimensional loading constraints and split delivery. European Journal of Operational Research, 316(2), 597-616. DOI : 10.1016/j.ejor.2024.01.049
• Tavares, C., & Munari Jr., P. A. (2024). Strategic planning in citriculture: An optimization approach. Computers and Electronics in Agriculture, 222, 109052. DOI : 10.1016/j.compag.2024.109052
• Fantazzini, T. M., Vieira, T., Morabito, R., & Munari Jr., P. A. (2024). 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. DOI : 10.1111/itor.13516
• Moreno, A., Munari Jr., P. A., & Alem, D. (2024). Crew scheduling and routing problem in road restoration via branch-and-price algorithms. Transportation Science, 58(4). DOI : 10.1287/trsc.2023.0227
• Seman, L. O., Rigo, C. A., Camponogara, E., Munari Jr., P. A., & Bezerra, E. A. (2023). Improving energy aware nanosatellite task scheduling by a branch-cut-and-price algorithm. Computers & Operations Research, 158, 106292. DOI : 10.1016/j.cor.2023.106292
• Balster, I., Bulhoes, T., Munari Jr., P. A., Alves Pessoa, A., & Sadykov, R. (2023). A new family of route formulations for split delivery vehicle routing problems. Transportation Science, 57(5), 1359-1378. DOI : 10.1287/trsc.2022.0085
• De La Vega, J., Gendreau, M., Morabito, R., Munari Jr., P. A., & Ordonez, F. (2023). An integer L-shaped algorithm for the vehicle routing problem with time windows and stochastic demands. European Journal of Operational Research, 308(2), 676-695. DOI : 10.1016/j.ejor.2022.11.040
• Rigo, C. A., Seman, L. O., Camponogara, E., Morsch Filho, E., Bezerra, E. A., & Munari Jr., P. A. (2022). A branch-and-price algorithm for nanosatellite task scheduling to improve mission quality-of-service. European Journal of Operational Research, 303(1), 168-183. DOI : 10.1016/j.ejor.2022.02.040
• Alvarez Cruz, C., Costa, A. M., Munari Jr., P. A., & Morabito, R. (2022). The vehicle allocation problem: Alternative formulation and branch-and-price method. Computers & Operations Research, 144, 105784. DOI : 10.1016/j.cor.2022.105784 Get rights and content
• Gasque, D., & Munari Jr., P. A. (2022). Metaheuristic, models and software for the heterogeneous fleet pickup and delivery problem with split loads. Journal of Computational Science, 59, 101549. DOI : 10.1016/j.jocs.2021.101549
• Munari Jr., P. A., & Savelsbergh, M. (2022). Compact formulations for split delivery routing problems. Transportation Science, 56(4), 799-1110. DOI : 10.1287/trsc.2021.1106
• Bergamini, F. P., Martins Ribeiro, C., Munari Jr., P. A., & Ferreira, D. (2021). Production planning with parallel lines and limited batch splitting: Mathematical model and a case study in the white goods sector. Journal of the Operational Research Society, 73(10), 2216-2227. DOI : 10.1080/01605682.2021.1970484
• Martin, M., Morabito, R., & Munari Jr., P. A. (2021). A top-down cutting approach for modeling the constrained two- and three-dimensional guillotine cutting problems. Journal of the Operational Research Society, 72(12), 2755-2769. DOI : 10.1080/01605682.2020.1813640
• Vieira, T., De La Vega, J., Tavares, R., Munari Jr., P. A., Morabito, R., Bastos, Y., & Ribas, P. C. (2021). Exact and heuristic approaches to reschedule helicopter flights for personnel transportation in the oil industry. Transportation Research Part E: Logistics and Transportation Review, 151, 102322. DOI : 10.1016/j.tre.2021.102322
• Alvarez, A., Cordeau, J.-F., Jans, R., Munari Jr., P. A., & Morabito, R. (2021). Inventory routing under stochastic supply and demand. Omega, 102, 102304. DOI : 10.1016/j.omega.2020.102304
• Martin, M., Oliveira, J. F., Silva, E., Morabito, R., & Munari Jr., P. A. (2021). Three-dimensional guillotine cutting problems with constrained patterns: MILP formulations and a bottom-up algorithm. Expert Systems with Applications, 168, 114257. DOI : 10.1016/j.eswa.2020.114257
• Martin, M., Morabito, R., & Munari Jr., P. A. (2021). Two-stage and one-group two-dimensional guillotine cutting problems with defects: a CP-based algorithm and ILP formulations. International Journal of Production Research, 60(6), 1854-1873. DOI : 10.1080/00207543.2021.1876270
• De La Vega, J., Munari Jr., P. A., & Morabito, R. (2020). Exact approaches to the robust vehicle routing problem with time windows and multiple deliverymen. Computers & Operations Research, 124, 105062. DOI : 10.1016/j.cor.2020.105062
• Moreno, A., Alem, D., Gendreau, M., & Munari Jr., P. A. (2020). The heterogeneous multicrew scheduling and routing problem in road restoration. Transportation Research Part B: Methodological, 141, 24-58. DOI : 10.1016/j.trb.2020.09.002
• Alvarez Cruz, C., Munari Jr., P. A., & Morabito, R. (2020). A branch-and-price method for the vehicle allocation problem. Computers and Industrial Engineering, 149, 106745. DOI : 10.1016/j.cie.2020.106745
• Savelsbergh, M., & Munari Jr., P. A. (2020). A column generation-based heuristic for the split delivery vehicle routing problem with time windows. Operations Research Forum, 1(26). DOI : 10.1007/s43069-020-00026-z
• Moreno, A., Munari Jr., P. A., & Alem, D. (2020). Decomposition-based algorithms for the crew scheduling and routing problem in road restoration. Computers & Operations Research, 119, 104935. DOI : 10.1016/j.cor.2020.104935
• Alvarez, A., Cordeau, J.-F., Jans, R., Munari Jr., P. A., & Morabito, R. (2020). Formulations, branch-and-cut and a hybrid heuristic algorithm for an inventory routing problem with perishable products. European Journal of Operational Research, 283(2), 511-529. DOI : 10.1016/j.ejor.2019.11.015
• Martin, M., Morabito, R., & Munari Jr., P. A. (2020). A bottom-up packing approach for modeling the constrained two-dimensional guillotine placement problem. Computers & Operations Research, 115, 104851. DOI : 10.1016/j.cor.2019.104851
• Martin, M., Hokama, P. H. D. B., Morabito, R., & Munari Jr., P. A. (2020). The constrained two-dimensional guillotine cutting problem with defects: an ILP formulation, a Benders decomposition and a CP-based algorithm. International Journal of Production Research, 58(9), 2712-2729. DOI : 10.1080/00207543.2019.1630773
• Martin, M., Birgin, G. E., Lobato, R. D., Morabito, R., & Munari Jr., P. A. (2020). Models for the two-dimensional rectangular single large placement problem with guillotine cuts and constrained pattern. International Transactions in Operational Research, 27, 767-793. DOI : 10.1111/itor.12703

Communications in a Conference with Proceedings

• Ajudarte De Campos, R., Vieira, T., & Munari Jr., P. A. (2021). A branch-and-cut algorithm for aircraft routing with crew assignment for on-demand air transportation. Computational Logistics. ICCL 2021, Germany.
• Vieira, T., & Munari Jr., P. A. (2021). A MIP model for freight consolidation in road transportation considering outsourced flee. Optimisation and data science: Trends and applications, Germany.

Working Papers

• Senna, F., C. Coelho, L., Morabito, R., & Munari Jr., P. A. (2024). The two-echelon location-routing problem: A comparative analysis of novel and existing compact formulations. CIRRELT Working Paper Series.
• Bruck, B. P., Coutinho, W. P., & Munari Jr., P. A. (2023). The robust bike sharing rebalancing problem: Formulations and a branch-and-cut algorithm, Rapport technique, Operations Research Group, Production Engineering Department, Federal University of São Carlos, Octobre 2023.
• Ajudarte De Campos, R., Munari Jr., P. A., & C. Coelho, L. (2022). Compact formulations for the robust vehicle routing problem with time windows under demand and travel time uncertainty, Rapport technique CIRRELT-2022-34, CIRRELT, Canada, Décembre 2022..
• Dollevoet, T. A. B., Munari Jr., P. A., & Spliet, R. (2020). A p-step formulation for the capacitated vehicle routing problem, Rapport technique, EI2020-01, Econometric Institute Research Papers, Erasmus University Rotterdam, The Netherlands, Janvier 2020.

Contributions to the Advancement of the Discipline

Conference Organization

• Organizer, Workshop on optimization under uncertainty, Sao Carlos University, Sao Paulo, Brasil, August 16 to 18, 2023 (2023)
• Organisator, XXIV Oficina Nacional de Problemas de Corte e Empacotamento, Planejamento e Programação da Produção e Correlatos, São Carlos University, Sao Paulo, Brazil, March 1 to 3, 2023 (2023)

Knowledge Popularization

Webinar

• Webinar, CIRRELT, MobilOpt and Canada Research Chair in Integrated Logistics, « Vehicle routing with split delivery: compact formulations and tailored solution approaches », December 1st, 2021 (2021)

Prizes and Awards

Prizes and Awards

• Supervisor of the Master Thesis that earned the 1st place in the Best Master Thesis Award of the Brazilian Society of Operations Research (SOBRAPO) (2023)
• Supervisor of the Master Thesis that received Honorable Mention in the Prize Clóvis Caesar Gonzaga, awarded by Brazilian Society of Applied and Computational Mathematics (SBMAC). (2023)
• Co-author of the paper that received Honorable Mention in the Graduate Workshop of the Itaipu-ABEPRO Prize in 2022, awarded by the Brazilian Association of Production Engineering (ABEPRO) (2022)
• Supervisor of the Master Thesis that received Honorable Mention in the Student Category of the XVIII ABRALOG Logistics Prize, 2021, awarded by the Brazilian Association of Logistics (ABRALOG) (2021)
• Supervisor of the Best Paper in the Scientific Initiation Award of the LI Brazilian Symposium of Operations Research (SBPO 2019) – 1st place, awarded by the Brazilian Society of Operations Research (SOBRAPO) (2019)