Publications

Journal articles

. Early years of Biased Random-Key Genetic Algorithms: A systematic review. Journal of Global Optimization, 2024.

DOI

. Biased random-key genetic algorithms: A review. European Journal of Operational Research, 2024.

DOI

. The p-next center problem with capacity and coverage radius constraints: model and heuristics. Lecture Notes in Computer Science, 2023.

DOI

. The Physical Cell Identity Assignment Problem: a Practical Optimization Approach. IEEE Transactions on Evolutionary Computation, 2022.

Dataset DOI

. Exact and heuristic approaches for the root sequence index allocation problem. Applied Soft Computing, 2022.

Dataset DOI

. Machine Learning and Natural Language Processing Enable a Data-Oriented Experimental Design Approach for Producing Biochar and Hydrochar from Biomass. Chemistry of Materials, 2022.

Code Dataset DOI

. An evolutionary approach for the p-next center problem. Expert Systems with Applications, 2021.

DOI

. The Multi-Parent Biased Random-Key Genetic Algorithm with Implicit Path-Relinking and its real-world applications. European Journal of Operational Research, 2021.

Code and tutorial - C++ Code and tutorial - Julia Code and tutorial - Python DOI

. Minimizing flowtime in a flowshop scheduling problem with a biased random-key genetic algorithm. Expert Systems with Applications, 2019.

DOI

. Scheduling software updates for connected cars with limited availability. Applied Soft Computing, 2019.

Dataset DOI

. Heuristics for a flowshop scheduling problem with stepwise job objective function. European Journal of Operational Research, 2018.

DOI

. A hybrid primal heuristic for finding feasible solutions to mixed integer programs. European Journal of Operational Research, 2017.

Code DOI

. Heuristics for a Hub Location-Routing Problem. Networks, 2016.

Code DOI

. Biased random-key genetic algorithms for the winner determination problem in combinatorial auctions. Evolutionary Computation, 2015.

Code Dataset DOI

. A biased random-key genetic algorithm for wireless backhaul network design. Applied Soft Computing, 2015.

Dataset DOI

Conference papers

. The RSI Allocation Problem: exact and heuristic methods. Proceedings of the 54nd Brazilian Operational Research Symposium, 2022.

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. The p-next center problem with capacity and coverage radius constraints: model and heuristics. Proceedings of the 14th Metaheuristics International Conference, 2022.

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. A Composition Framework for Change Management. Proceedings of ACM SIGCOMM 2021 Conference (SIGCOMM ’21), 2021.

DOI

. Minimizing Effort and Risk with Network Change Deployment Planning. Proceedings of 20th International IFIP Networking Conference, 2021.

PDF DOI

. Some extensions of biased random-key genetic algorithms. Proceedings of the 52nd Brazilian Operational Research Symposium, 2020.

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. Scheduling Software Updates for Connected Cars with Limited Availability. INFORMS Annual Meeting, 2017.

. Managing massive firmware-over-the-air updates for connected cars in cellular networks. Proceedings of the 2nd ACM International Workshop on Smart, Autonomous, and Connected Vehicular Systems and Services, 2017.

DOI

. Connected cars in a cellular network: A measurement study. Proceedings of the 2017 Internet Measurement Conference, 2017.

DOI

. Large Scale Scheduling Problems on Internet of Things. INFORMS Annual Meeting, 2016.

. Heuristics for the Wireless Backhaul Network Design Problem. INFORMS Optimization Society Conference, 2016.

. A Learning Framework for Feasibility Pump. INFORMS Annual Meeting, 2015.

. Some extensions of biased random-key genetic algorithms. Proceedings of the 46th Brazilian Symposium of Operational Research, 2014.

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. Solving a variant of the (hub) location-routing problem. Proceedings of 2014 International Conference on Logistics, Informatics and Service Science, 2014.

Code

. Evolutionary algorithms for overlapping correlation clustering. Proceedings of the 16th Conference on Genetic and Evolutionary Computation, 2014.

DOI

. A biased random-key genetic algorithm for a prize-collecting directed Steiner forest network design problem. 12th INFORMS Telecommunications Conference, 2014.

. Evolutionary algorithms for overlapping correlation clustering. INFORMS Annual Meeting, 2013.

. Evolutionary algorithm for the $k$-interconnected multi-depot multi-traveling salesmen problem. Proceedings of the 15th Annual Conference on Genetic and Evolutionary Computation, 2013.

Code DOI

. Solving the winner determination problem by biased random-key genetic algorithms. XVI Latin American Operations Research Summer School*, 2012.

. Um algoritmo exato para o Problema de Empacotamento Bidimensional em Faixas. Proceedings of the 38th Brazilian Symposium of Operational Research, 2006.

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Book sections

. Solving a Variant of the Hub Location-Routing Problem. LISS 2014, 2015.

Code DOI

Reports

. Leilões e Algoritmos. Anais do VI Workshop de Teses, Dissertações e Trabalhos de Iniciação Científica em Andamento do IC-UNICAMP, 2011.

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Thesis

. Evolutionary Algorithms for some Problems in Telecommunications. 2015.

PDF Best Thesis - IC/Unicamp, 2015 CAPES Thesis Award - Honored Mention, 2015

. Um algoritmo exato para o Problema de Empacotamento Bidimensional em Faixas. 2006.

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