Development of a hybrid metaheuristic with adaptive control flow and parameters

• Grant number: 20/07145-8
• Support Opportunities: Scholarships in Brazil - Post-Doctoral
• Start date: July 01, 2020
• End date: June 30, 2022
• Field of knowledge: Engineering - Production Engineering - Operational Research
• Principal Investigator: Antônio Augusto Chaves
• Grantee: Cleder Marcos Schenekemberg
• Host Institution: Instituto de Ciência e Tecnologia (ICT). Universidade Federal de São Paulo (UNIFESP). Campus São José dos Campos. São José dos Campos , SP, Brazil
• Associated research grant: 18/15417-8 - Development of a hybrid metaheuristic with adaptive control flow and parameters, AP.JP2

Abstract

The study of DARP variants can contribute to the decision making of routing problems during the effects of COVID-19. People who need on-demand transportation need to be protected. In this way, requests must be met minimizing the time inside the vehicle, using reduced capacity, prioritizing that the vehicles have the minimum number of people together, etc. (AU)

Scientific publications

(6)

(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)

SCHENEKEMBERG, CLEDER M.; CHAVES, ANTONIO A.; COELHO, LEANDRO C.; GUIMARAES, THIAGO A.; AVELINO, GUSTAVO G.. The dial-a-ride problem with private fleet and common carrier. Computers & Operations Research, v. 147, p. 14-pg., 2022-07-13. (18/15417-8, 16/01860-1, 20/07145-8)

SCHENEKEMBERG, CLEDER MARCOS; GUIMARAES, THIAGO ANDRE; CHAVES, ANTONIO AUGUSTO; COELHO, LEANDRO C.. A Three-Front Parallel Branch-and-Cut Algorithm for Production and Inventory Routing Problems. TRANSPORTATION SCIENCE, v. N/A, p. 22-pg., 2023-08-16. (20/07145-8, 18/15417-8, 16/01860-1)

SCHIMIDT, TALITA M. P.; SCARPIN, CASSIUS T.; V. LOCH, GUSTAVO; SCHENEKEMBERG, CLEDER M.. A two-level lot sizing and scheduling problem applied to a cosmetic industry. Computers & Chemical Engineering, v. 163, p. 14-pg., 2022-07-01. (20/07145-8)

SCHENEKEMBERG, CLEDER M.; CHAVES, ANTONIO A.; GUIMARAES, THIAGO A.; COELHO, LEANDRO C.. Hybrid metaheuristic for the dial-a-ride problem with private fleet and common carrier integrated with public transportation. ANNALS OF OPERATIONS RESEARCH, v. N/A, p. 39-pg., 2024-07-03. (18/15417-8, 20/07145-8, 16/01860-1)

CHAVES, ANTONIO AUGUSTO; VIANNA, BARBARA LESSA; DA SILVA, TIAGO TIBURCIO; SCHENEKEMBERG, CLEDER MARCOS. A parallel branch-and-cut and an adaptive metaheuristic to solve the Family Traveling Salesman Problem. EXPERT SYSTEMS WITH APPLICATIONS, v. 238, p. 16-pg., 2023-10-04. (18/15417-8, 20/07145-8, 20/03408-4, 16/01860-1)

DA CRUZ, JEFERSON AUTO; DE SALLES-NETO, LUIZ LEDUINO; SCHENEKEMBERG, CLEDER MARCOS. An integrated production planning and inventory management problem for a perishable product: optimization and Monte Carlo simulation as a tool for planning in scenarios with uncertain demands. Top, v. 32, n. 2, p. 41-pg., 2024-02-19. (21/03269-7, 20/07145-8)