Jaqueline S. Angelo

Laboratório Nacional de Computação Científica — Brazil

Computer Science · Physical Sciences

9h-index368citations23works0.32yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(10), Metaheuristic Optimization Algorithms Research(6), Computational Drug Discovery Methods(4), Optimization and Variational Analysis(4), Evolutionary Algorithms and Applications(4)

Publications23 total

Unsupervised Anomaly Detection for Enhancing Wildlife Disease Surveillance
2025
An index-based system for early alerts of potential zoonotic disease outbreaks
2025Open Access
Accelerating Bilevel Optimization with Hierarchical Many-threaded Parallel Differential Evolution
IEEE Transactions on Evolutionary Computation·2025· 1 cited
A Generative Evolutionary Many-Objective Framework: A Case Study in Antimicrobial Agent Design
Proceedings of the Genetic and Evolutionary Computation Conference Companion·2024
Multi-and many-objective optimization: present and future in de novo drug design
Frontiers in Chemistry·2023· 21 citedOpen Access
Multi- and Many-Objective Optimisation: Present and Future in de novo Drug Design
2023Open Access
Multi-Objective and Many-Objective Optimisation: Present and Future in de novo Drug Design
2023· 2 citedOpen Access
Differential Evolution for linear equality constraint satisfaction via unconstrained search in the null space
Evolutionary Intelligence·2021
Performance Evaluation of Local Surrogate Models in Bilevel Optimization
Lecture notes in computer science·2019· 9 cited
Differential Evolution with Adaptive Penalty and Tournament Selection for Optimization Including Linear Equality Constraints
2018· 6 cited
Inserting Co-Evolution Information from Contact Maps into a Multiobjective Genetic Algorithm for Protein Structure Prediction
2018· 4 cited
An improved differential evolution algorithm for optimization including linear equality constraints
Memetic Computing·2018· 11 cited
Using an aggregation tree to arrange energy function terms for protein structure prediction
2017· 4 cited
A differential evolution algorithm for bilevel problems including linear equality constraints
2016· 2 cited
A new one‐shot pointwise source reconstruction method
Mathematical Methods in the Applied Sciences·2016· 25 cited
Derivative-Free Techniques for Multiobjective Structural Optimization: A Review
Computational Technology Reviews·2015· 5 cited
Differential evolution to find Stackelberg-Nash equilibrium in bilevel problems with multiple followers
2015· 10 cited
A study on the use of heuristics to solve a bilevel programming problem
International Transactions in Operational Research·2015· 61 cited
Ant colony approaches for multiobjective structural optimization problems with a cardinality constraint
Advances in Engineering Software·2014· 66 cited
Differential Evolution assisted by a surrogate model for bilevel programming problems
2014· 40 cited
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Frequent Co-authors

Hélio J. C. Barbosa(19), Heder S. Bernardino(7), Laurent E. Dardenne(6), Isabella Alvim Guedes(4), Eduardo Krempser(3), Gregorio Rocha(2), Karina B. Santos(2), Fábio Lima Custódio(2), Douglas A. Augusto(2), Márcia Chame(2), Thiago José Machado(1), Antônio André Novotny(1), Karla Aparecida Perine Lagares(1), Priscila Vanessa Zabala Capriles Goliatt(1), Amanda S. Dufek(1), Lívia Abdala(1), Livia Abdalla(1), Douglas A. Augusto(1), Marcia Chame(1), Eduardo Krempser(1)