Publications
tags: research, publications, optimization, combinatorial-optimization, evolutionary-computation, metaheuristics, machine-learning, multi-agent-systemsThis page contains a list of my academic publications and ongoing research work.
Conference Papers
2026
A Constructive Method to Build Many Valid Initial Solutions for the Traveling Tournament Problem
Guilherme Nakahata, F. Richoux, D. van den Berg, C. Aranha EvoApplications (EvoApps) — Toulouse, France, 2026
PDF · DOI: 10.1007/978-3-032-23607-4_27 · Repository
Bonsai Style Classification: A New Database and Baseline Results
S. Satake, Guilherme Nakahata, C. Aranha International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Cyprus, 2026
PDF · DOI: placeholder · Repository
Decision-Making Policies under Stigmergic Communication: A Pheromone-Based Multi-Agent Study
A Pheromone-Based Multi-Agent Study S. Satake, Guilherme Nakahata, C. Aranha IEEE World Congress on Computational Intelligence (WCCI-CEC), 2026
PDF · DOI: placeholder · Repository
Bioinspired strategy for coordinating multiple unmanned aerial vehicles for surveillance tasks
S. Satake, Guilherme Nakahata, R. Calvo IEEE World Congress on Computational Intelligence (WCCI-CEC), Netherlands, 2026
PDF · DOI: placeholder · Repository
2025
Bird Apprehension Forecasting with XGBoost
F. Diniz, J. Luis, Guilherme Nakahata Computer on the Beach — Florianópolis, Brazil, 2025
PDF · DOI: 10.14210/cotb.v16.p154-159
2023
Metaheuristic VNS applied to the crew rostering problem in the intercity and interstate public transport
Guilherme Nakahata, L. Saviniec, A. Constantino Brazilian Symposium on Operations Research (SBPO) — São José dos Campos, Brazil, 2023
PDF · DOI: 10.59254/sbpo-2023-174797
2020
Bonsai Style Classification: A New Database and Baseline Results
Guilherme Nakahata, A. Constantino, Y. Maldonado IEEE International Symposium on Multimedia (ISM) — Naples, Italy, 2020
PDF · DOI: 10.1109/ISM.2020.00025 · Repository