Andres Munoz Acosta

Revisiting where are the hard knapsack problems? via Instance Space Analysis

Kate Smith-Miles, Jeffrey Christiansen, Mario Andres Munoz

Journal article  |  2021  |  Computers & Operations Research

Analyzing randomness effects on the reliability of exploratory landscape analysis

Mario Andres Munoz, Michael Kirley, Kate Smith-Miles

Journal article  |  2021  |  Natural Computing

An instance space analysis of regression problems

MA Muñoz, T Yan, MR Leal, K Smith-Miles, AC Lorena, GL Pappa, RM Rodrigues

Journal article  |  2021  |  ACM Transactions on Knowledge Discovery from Data

The quest for greater insights into algorithm strengths and weaknesses, as revealed when studying algorithm performance on large c..

Sampling Effects on Algorithm Selection for Continuous Black-Box Optimization

Mario Andres Munoz, Michael Kirley

Journal article  |  2021  |  Algorithms

In this paper, we investigate how systemic errors due to random sampling impact on automated algorithm selection for bound-constra..

Generating New Space-Filling Test Instances for Continuous Black-Box Optimization

Mario A Munoz, Kate Smith-Miles

Journal article  |  2020  |  Evolutionary Computation

This article presents a method to generate diverse and challenging new test instances for continuous black-box optimization. Each ..

Muscular Coordination of Single-Leg Hop Landing in Uninjured and Anterior Cruciate Ligament-Reconstructed Individuals

Prasanna Sritharan, Luke G Perraton, Mario A Munoz, Peter Pivonka, Adam L Bryant

Journal article  |  2020  |  Journal of Applied Biomechanics

This study compared lower-limb muscle function, defined as the contributions of muscles to center-of-mass support and braking, dur..

Instance Space Analysis of Combinatorial Multi-objective Optimization Problems

E Yap, MA Munoz, K Smith-Miles, A Liefooghe

Conference Proceedings  |  2020  |  2020 IEEE Congress on Evolutionary Computation (CEC)

In recent years, there has been a continuous stream of development in evolutionary multi-objective optimization (EMO) algorithms. ..

Parameter estimation for a point-source diffusion-decay morphogen model

Mark B Flegg, Mario A Munoz, Kate Smith-Miles, Wai Shan Yuen, Jennifer A Flegg, John G Carroll

Journal article  |  2020  |  Journal of Mathematical Biology

Toward dynamic evaluations of materials criticality: A systems framework applied to platinum

Ye Yuan, Mohan Yellishetty, Gavin M Mudd, Mario A Munoz, Stephen A Northey, Tim T Werner

Journal article  |  2020  |  Resources Conservation and Recycling

Computational thinking for teacher training: A systematic review of literature

DX Ramos, JA Jiménez, AM del Castillo, LC Acosta, MA Muñoz, E Herrera

Conference Proceedings  |  2020  |  Proceedings of the 18th LACCEI International Multi-Conference for Engineering, Education, and Technology: Engineering, Integration, And Alliances for A Sustainable Development” “Hemispheric Cooperation for Competitiveness and Prosperity on A Knowledge-Based Economy”