Karla Avila

Universidad de Guadalajara — Mexico

Computer Science · Physical Sciences

5h-index68citations18works2.52yr avg
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Research Topics

Metaheuristic Optimization Algorithms Research(8), Advanced Multi-Objective Optimization Algorithms(5), Evolutionary Algorithms and Applications(5), Multi-Agent Systems and Negotiation(3), Complex Network Analysis Techniques(2)

Publications18 total

Complex networks and graph theory
Elsevier eBooks·2025· 1 cited
Introduction
Elsevier eBooks·2025
Differences between cellular automata and agent-based model
Elsevier eBooks·2025
Agents
Elsevier eBooks·2025
Basic models
Elsevier eBooks·2025
Implementations of agent-based models
Elsevier eBooks·2025
Agent-based modeling
Elsevier eBooks·2025
Validation framework
Elsevier eBooks·2025
Cellular automatons
Elsevier eBooks·2025
Balancing individual and collective strategies: A new approach in metaheuristic optimization
Mathematics and Computers in Simulation·2024· 10 cited
Enhancing Bicycle Trajectory Planning in Urban Environments through Complex Network Optimization
Journal of Urban Planning and Development·2024· 3 cited
An advanced initialization technique for metaheuristic optimization: a fusion of Latin hypercube sampling and evolutionary behaviors
Computational and Applied Mathematics·2024· 16 cited
A novel hybrid search strategy for evolutionary fuzzy optimization approach
Neural Computing and Applications·2023· 3 cited
A New Metaphor-Free Metaheuristic Approach Based on Complex Networks and Bezier Curves
IEEE Access·2023· 5 citedOpen Access
Evolutionary-Mean shift algorithm for dynamic multimodal function optimization
Applied Soft Computing·2021· 13 cited
A new metaheuristic approach based on agent systems principles
Journal of Computational Science·2020· 17 cited
Cancer Cell Prediction Using Machine Learning and Evolutionary Algorithms
Studies in computational intelligence·2020
Linear Regression Techniques for Car Accident Prediction
Studies in computational intelligence·2020

Frequent Co-authors

Erik Cuevas(16), Miguel Islas Toski(13), Héctor Escobar(11), Jorge Gálvez(4), Marco Pérez‐Cisneros(3), Vahid Rafe(1), Omar Ávalos(1), M. Vasquez(1), Alma Rodríguez(1), Daniel Zaldívar(1), Ram Sarkar(1)