Effects of Inter-agent Communication in Ant-Based Clustering Algorithms: A Case Study on Communication Policies in Swarm Systems. - Marco Antonio Montes de Oca; Leonardo Garrido; José-Luis Aguirre (MICAI, 2005)

An hybridization of an ant-based clustering algorithm with growing neural gas networks for classification tasks. - Marco Antonio Montes de Oca; Leonardo Garrido; José-Luis Aguirre (SAC, 2005)

Effects of direct communication among agents in data clustering algorithms based on the behavior of social insects. - Marco Antonio Montes de Oca; Leonardo Garrido; José-Luis Aguirre (Inteligencia Artif., 2005)

An Estimation of Distribution Particle Swarm Optimization Algorithm. - Mudassar Iqbal; Marco Antonio Montes de Oca (ANTS Workshop, 2006)

A Comparison of Particle Swarm Optimization Algorithms Based on Run-Length Distributions. - Marco Antonio Montes de Oca; Thomas Stützle; Mauro Birattari; Marco Dorigo (ANTS Workshop, 2006)

Exposing a Bias Toward Short-Length Numbers in Grammatical Evolution. - Marco Antonio Montes de Oca (EuroGP, 2008)

Convergence behavior of the fully informed particle swarm optimization algorithm. - Marco Antonio Montes de Oca; Thomas Stützle (GECCO, 2008)

Towards incremental social learning in optimization and multiagent systems. - Marco Antonio Montes de Oca; Thomas Stützle (GECCO (Companion), 2008)

Incremental Particle Swarm-Guided Local Search for Continuous Optimization. - Marco Antonio Montes de Oca; Ken Van den Enden; Thomas Stützle (Hybrid Metaheuristics, 2008)

Particle swarm optimization. - Marco Dorigo; Marco Antonio Montes de Oca; Andries P. Engelbrecht (Scholarpedia, 2008)

On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error. - Francesco Sambo; Marco Antonio Montes de Oca; Barbara Di Camillo; Thomas Stützle (Artificial Evolution, 2009)

Heterogeneous particle swarm optimizers. - Marco Antonio Montes de Oca; Jorge Peña 001; Thomas Stützle; Carlo Pinciroli; Marco Dorigo (IEEE Congress on Evolutionary Computation, 2009)

ANTS 2008. - Arne Brutschy; Marco Antonio Montes de Oca; Carlo Pinciroli (Künstliche Intell., 2009)

Frankenstein's PSO: A Composite Particle Swarm Optimization Algorithm. - Marco Antonio Montes de Oca; Thomas Stützle; Mauro Birattari; Marco Dorigo (IEEE Trans. Evol. Comput., 2009)

Opinion Dynamics for Decentralized Decision-Making in a Robot Swarm. - Marco Antonio Montes de Oca; Eliseo Ferrante; Nithin Mathews; Mauro Birattari; Marco Dorigo (ANTS Conference, 2010)

Modern Continuous Optimization Algorithms for Tuning Real and Integer Algorithm Parameters. - Zhi Yuan; Marco Antonio Montes de Oca; Mauro Birattari; Thomas Stützle (ANTS Conference, 2010)

Incremental Social Learning Applied to a Decentralized Decision-Making Mechanism: Collective Learning Made Faster. - Marco Antonio Montes de Oca; Thomas Stützle; Mauro Birattari; Marco Dorigo (SASO, 2010)

Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm. - Dogan Aydin; Tianjun Liao; Marco Antonio Montes de Oca; Thomas Stützle (Artificial Evolution, 2011)

An incremental ant colony algorithm with local search for continuous optimization. - Tianjun Liao; Marco Antonio Montes de Oca; Dogan Aydin; Thomas Stützle; Marco Dorigo (GECCO, 2011)

Tuning parameters across mixed dimensional instances: a performance scalability study of Sep-G-CMA-ES. - Tianjun Liao; Marco Antonio Montes de Oca; Thomas Stützle (GECCO (Companion), 2011)

Incremental Social Learning in Swarm Intelligence Algorithms for Optimization. - Marco Antonio Montes de Oca (IJCCI (NCTA), 2011)

An incremental particle swarm for large-scale continuous optimization problems: an example of tuning-in-the-loop (re)design of optimization algorithms. - Marco Antonio Montes de Oca; Dogan Aydin; Thomas Stützle (Soft Comput., 2011)

Majority-rule opinion dynamics with differential latency: a mechanism for self-organized collective decision-making. - Marco Antonio Montes de Oca; Eliseo Ferrante; Alexander Scheidler; Carlo Pinciroli; Mauro Birattari; Marco Dorigo (Swarm Intell., 2011)

Incremental Social Learning in Particle Swarms. - Marco Antonio Montes de Oca; Thomas Stützle; Ken Van den Enden; Marco Dorigo (IEEE Trans. Syst. Man Cybern. Part B, 2011)

Parameter Adaptation in Ant Colony Optimization. - Thomas Stützle; Manuel López-Ibáñez 001; Paola Pellegrini; Michael Maur; Marco Antonio Montes de Oca; Mauro Birattari; Marco Dorigo (Autonomous Search, 2012)

Swarm Interpolation Using an Approximate Chebyshev Distribution. - Joshua Kirby; Marco Antonio Montes de Oca; Steven Senger; Louis F. Rossi; Chien-Chung Shen (ANTS, 2012)

Binary Consensus via Exponential Smoothing. - Marco Antonio Montes de Oca; Eliseo Ferrante; Alexander Scheidler; Louis F. Rossi (Complex, 2012)

An ACO algorithm benchmarked on the BBOB noiseless function testbed. - Tianjun Liao; Daniel Molina; Thomas Stützle; Marco Antonio Montes de Oca; Marco Dorigo (GECCO (Companion), 2012)

Continuous optimization algorithms for tuning real and integer parameters of swarm intelligence algorithms. - Zhi Yuan; Marco Antonio Montes de Oca; Mauro Birattari; Thomas Stützle (Swarm Intell., 2012)

MORE: Mixed Optimization for Reverse Engineering - An Application to Modeling Biological Networks Response via Sparse Systems of Nonlinear Differential Equations. - Francesco Sambo; Marco Antonio Montes de Oca; Barbara Di Camillo; Gianna Toffolo; Thomas Stützle (IEEE ACM Trans. Comput. Biol. Bioinform., 2012)

Local Search. - Marco Antonio Montes de Oca; Carlos Cotta; Ferrante Neri (Handbook of Memetic Algorithms, 2012)

An analysis of post-selection in automatic configuration. - Zhi Yuan; Thomas Stützle; Marco Antonio Montes de Oca; Hoong Chuin Lau; Mauro Birattari (GECCO, 2013)

Tracking Time-Dependent Scalar Fields with Swarms of Mobile Sensors. - Joshua Kirby; Marco Antonio Montes de Oca; Steven Senger; Louis F. Rossi; Chien-Chung Shen (SASO, 2013)

Swarmanoid: A Novel Concept for the Study of Heterogeneous Robotic Swarms. - Marco Dorigo; Dario Floreano; Luca Maria Gambardella; Francesco Mondada; Stefano Nolfi; Tarek Baaboura; Mauro Birattari; Michael Bonani; Manuele Brambilla; Arne Brutschy; Daniel Burnier; Alexandre Campo; et al. (IEEE Robotics Autom. Mag., 2013)

Computational results for an automatically tuned CMA-ES with increasing population size on the CEC'05 benchmark set. - Tianjun Liao; Marco Antonio Montes de Oca; Thomas Stützle (Soft Comput., 2013)

A Continuous-Time Binary Consensus Protocol with Hysteretic Units Applied to the Density Classification Problem. - Marco Montes de Oca; Louis F. Rossi (ALIFE, 2014)

A Note on Bound Constraints Handling for the IEEE CEC'05 Benchmark Function Suite. - Tianjun Liao; Daniel Molina; Marco Antonio Montes de Oca; Thomas Stützle (Evol. Comput., 2014)

A unified ant colony optimization algorithm for continuous optimization. - Tianjun Liao; Thomas Stützle; Marco Antonio Montes de Oca; Marco Dorigo (Eur. J. Oper. Res., 2014)

Baker Domains of Period Two for the Family. - Marco A. Montes de Oca Balderas; Guillermo J. F. Sienra Loera; Jefferson E. King Davalos (Int. J. Bifurc. Chaos, 2014)

Ant Colony Optimization for Mixed-Variable Optimization Problems. - Tianjun Liao; Krzysztof Socha; Marco Antonio Montes de Oca; Thomas Stützle; Marco Dorigo (IEEE Trans. Evol. Comput., 2014)

ANTS 2014 special issue: Editorial. - Marco Dorigo; Mauro Birattari; Simon Garnier; Heiko Hamann; Marco Antonio Montes de Oca; Christine Solnon; Thomas Stützle (Swarm Intell., 2015)

Aspectos dinámicos de la familia f_{ lambda, mu}(z)= lambda e^z + mu/z - Marco Antonio Montes de Oca (2015)

Global Optimization of Data Pipelines in Heterogeneous Cloud Environments. - Erica Lin; Luna Xu; Suraj Bramhavar; Marco Montes de Oca; Sean Gorsky; Lingyun Yi; Arianna Groetsema; Jeffrey Chou (CoRR, 2022)