š ļø Iām one of the earliest members of The C++ Alliance and I love building tools that make everyday C++ work smoother. I led the project team for MrDocs, helped bring Boost.URL into the Boost collection, and created the widely used cpp-actions GitHub workflow suite. Iām also the author of Matplot++, a plotting library that keeps powering scientific computing teams around the world. Curious about the rest of my projects? My GitHub profile is open for forks, issues, and PRs.
š§ My research covers multi-objective optimization, data structures for Pareto fronts, and symbolic evolutionary algorithmsāskills that now support modern Machine Learning (ML) and Artificial Intelligence (AI) projects. I hold a Ph.D. in Electrical Engineering focused on Computational Intelligence (also an early pillar of ML and AI) plus M.S. and B.S. degrees in Computer Science.
āļø Before the Alliance, I worked on aircraft engine design at the Rolls-Royce Control & Systems UTC, and I was a Marie Curie researcher within the European Unionās Seventh Framework Programme, where I introduced the Aggregation Trees method that still informs modern engineering practice. As a former university professor with more than 50 peer-reviewed publications, Iāve guided graduate research groups, taught C++ from intro to doctoral programs, and champion reproducible science in every project.
š¶ When Iām not coding youāll usually find me exploring AI-supported, multi-objective techniques for music compositionāa line of work that also shaped my Ph.D. thesisāor relaxing in the kitchen šØāš³, playing the guitar šø, and chasing after the dog š¦®.
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Freitas,
Alan
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Efficient user-oriented Pareto fronts and Pareto archives based on spatial data structures.
Swarm and Evolutionary Computation. 2021 |
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Gomes,
Thiago
Macedo
De Freitas, Alan Robert Resende Lopes, Rodolfo Ayala |
Multi-heap constraint handling in gray box evolutionary algorithms.
Genetic and Evolutionary Computation Conference 2019 |
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Silva,
Rodrigo
Salimi, Armin Li, Min Freitas, Alan Guimaraes, Frederico Lowther, David |
Visualization and Analysis of Trade-offs in Many-Objective Optimization: A Case Study on the Interior Permanent Magnet Motor Design.
IEEE Transactions on Magnetics 2016 |
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Freitas,
A.
Fleming, P. J. Guimarães, F. G. |
Aggregation Trees for Visualization and Dimension Reduction in Many-Objective Optimization.
Information Sciences 2014 |
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De
Freitas,
Alan
R.r.
Guimarães, Frederico Gadelha |
Originality and diversity in the artificial evolution of melodies
Genetic and Evolutionary Computation Conference 2011 |