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Nareli Cruz Cortés
Researcher at Instituto Politécnico Nacional
Publications - 13
Citations - 1095
Nareli Cruz Cortés is an academic researcher from Instituto Politécnico Nacional. The author has contributed to research in topics: Artificial immune system & Population. The author has an hindex of 6, co-authored 12 publications receiving 936 citations. Previous affiliations of Nareli Cruz Cortés include CINVESTAV.
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Journal ArticleDOI
Solving Multiobjective Optimization Problems Using an Artificial Immune System
TL;DR: An algorithm based on the clonal selection principle to solve multiobjective optimization problems (either constrained or unconstrained) using Pareto dominance and feasibility to identify solutions that deserve to be cloned and uses two types of mutation.
Journal ArticleDOI
Hybridizing a genetic algorithm with an artificial immune system for global optimization
TL;DR: The results indicate that the proposed algorithm to handle constraints of all types in a genetic algorithm used for global optimization is highly competitive with respect to penalty-based techniques and withrespect to other constraint-handling techniques which are considerably more complex to implement.
Book ChapterDOI
Use of an Artificial Immune System for Job Shop Scheduling
TL;DR: The results indicate that the proposed algorithm is highly competitive, being able to produce better solutions than GRASP in several cases, at a fraction of its computational cost.
Book ChapterDOI
Multiobjective optimization using ideas from the clonal selection principle
TL;DR: The results indicate that the use of an artificial immune system for multiobjective optimization is a viable alternative to the current state-of-the-art techniques.
Proceedings ArticleDOI
Feature selection to detect botnets using machine learning algorithms
TL;DR: A novel method to do feature selection to detect botnets at their phase of Command and Control (C&C) is presented, in which a considerable reduction of features and a higher detection rate than the related work presented were obtained.