PDI - Resultado de Búsqueda

Felipe Andrés Cisternas Caneo

Metaheurísticas, Algoritmos Híbridos, Machine Learning, Algoritmos Bio-Inspirados, Optimización, Optimización Combinatorial, Metaheurísticas Caóticas

Ingeniero Civil en Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2020
Magíster en Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2021
Licenciado en Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2019
Magíster en Ciencias de la Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2024

Profesor Agregado Part Time

PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO

Facultad de Ingeniería

Valparaíso, Chile

2023 - A la fecha
Profesor Hora Part Time

UNIVERSIDAD TECNICA FEDERICO SANTA MARIA

Quilpué, Chile

2024 - A la fecha


Enhancing Reptile Search Algorithm Performance for the Knapsack Problem with Integration of Chaotic Map Barrera-Garcia, Jose; Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Becerra-Rozas, Marcelo; Giachetti, Giovanni; Monfroy, Eric; Martinez-Villasenor, L; Ochoa-Ruiz, G Article ISI ADVANCES IN SOFT COMPUTING, PT II, MICAI 2024 (2025)
How Is the Objective Function of the Feature Selection Problem Formulated? Cisternas-Caneo, Felipe; Barrera-Garcia, Jose; Crawford, Broderick; Soto, Ricardo; Gomez Sanchez, Mariam; Manuel Gomez-Pulido, Jose; Garces-Jimenez, Alberto; Dorronsoro, B; Zagar, M; Talbi, EG Article ISI OPTIMIZATION AND LEARNING, OLA 2024 (2025)
A Binary Chaotic White Shark Optimizer Lepe-Silva, Fernando; Crawford, Broderick; Cisternas-Caneo, Felipe; Barrera-Garcia, Jose; Soto, Ricardo Article ISI MATHEMATICS (2024)
A Novel Approach to Combinatorial Problems: Binary Growth Optimizer Algorithm Leiva, Dante; Ramos-Tapia, Benjamin; Crawford, Broderick; Soto, Ricardo; Cisternas-Caneo, Felipe Article ISI BIOMIMETICS (2024)
Chaotic Binarization Schemes for Solving Combinatorial Optimization Problems Using Continuous Metaheuristics Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Giachetti, Giovanni; Paz, Alex; Pena Fritz, Alvaro Article ISI MATHEMATICS (2024)
Optimizing the Feature Selection Problem with Pendulum Search Algorithm: Binarization Strategies and Their Impacts Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Barrera-Garcia, Jose; Becerra-Rozas, Marcelo; Giachetti, Giovanni; Gomez-Pulido, Jose Manuel; Garces-Jimenez, Alberto; Silhavy, R; Silhavy, P Article ISI ARTIFICIAL INTELLIGENCE ALGORITHM DESIGN FOR SYSTEMS, VOL 3 (2024)
A Binary Black Widow Optimization Algorithm for Addressing the Cell Formation Problem Involving Alternative Routes and Machine Reliability Figueroa-Torrez, Paulo; Duran, Orlando; Crawford, Broderick; Cisternas-Caneo, Felipe Article ISI MATHEMATICS (2023)
B-PSA: A Binary Pendulum Search Algorithm for the Feature Selection Problem Crawford, Broderick; Cisternas-Caneo, Felipe; Sepulveda, Katherine; Soto, Ricardo; Paz, Alex; Peña, Alvaro; Leon de la Barra, Claudio; Rodriguez-Tello, Eduardo; Astorga, Gino; Castro, Carlos; et al. Article ISI COMPUTERS (2023)
Binarization of Metaheuristics: Is the Transfer Function Really Important? Lemus-Romani, Jose; Crawford, Broderick; Cisternas-Caneo, Felipe; Soto, Ricardo; Becerra-Rozas, Marcelo Article ISI BIOMIMETICS (2023)
A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA) Crawford, Broderick; Soto, Ricardo; Dorronsoro, B; Yalaoui, F; Talbi, EG; Danoy, G Article ISI OPTIMIZATION AND LEARNING, OLA 2024 (2022)
Embedded Learning Approaches in the Whale Optimizer to Solve Coverage Combinatorial Problems Becerra-Rozas, Marcelo; Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Garcia, Jose; Astorga, Gino; Palma, Wenceslao Article ISI MATHEMATICS (2022)
Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems Chavez, Marcelo; Crawford, Broderick; Soto, Ricardo; Oluranti, J; Damasevicius, R; Maskeliunas, R Article ISI OPTIMIZATION AND LEARNING, OLA 2024 (2022)
Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector Becerra-Rozas, Marcelo; Lemus-Romani, Jose; Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Garcia, Jose Article ISI MATHEMATICS (2022)
A Comparison of Learnheuristics Using Different Reward Functions to Solve the Set Covering Problem Crawford, Broderick; Soto, Ricardo; Cisternas-Caneo, Felipe; Tapia, Diego; de la Fuente-Mella, Hanns; Palma, Wenceslao; Lemus-Romani, Jose; Castillo, Mauricio; Becerra-Rozas, Marcelo; Dorronsoro, B; et al. Article ISI OPTIMIZATION AND LEARNING, OLA 2024 (2021)
A Novel Learning-Based Binarization Scheme Selector for Swarm Algorithms Solving Combinatorial Problems Lemus-Romani, Jose; Becerra-Rozas, Marcelo; Crawford, Broderick; Soto, Ricardo; Cisternas-Caneo, Felipe; Vega, Emanuel; Castillo, Mauricio; Tapia, Diego; Astorga, Gino; Palma, Wenceslao; et al. Article ISI MATHEMATICS (2021)
Embedding Q-Learning in the selection of metaheuristic operators: The enhanced binary grey wolf optimizer case Tapia, Diego; Crawford, Broderick; Soto, Ricardo; Palma, Wenceslao; Lemus-Romani, Jose; Cisternas-Caneo, Felipe; Castillo, Mauricio; Becerra-Rozas, Marcelo; Paredes, Fernando; Misra, Sanjay; et al. Article ISI 2021 IEEE IFAC INTERNATIONAL CONFERENCE ON AUTOMATION/XXIV CONGRESS OF THE CHILEAN ASSOCIATION OF AUTOMATIC CONTROL (IEEE IFAC ICA - ACCA2021) (2021)
Q-learnheuristics: Towards data-driven balanced metaheuristics Crawford, Broderick; Soto, Ricardo; Caballe, Nuria; Cisternas-Caneo, Felipe Article ISI MATHEMATICS (2021)
Reinforcement Learning Based Whale Optimizer Crawford, Broderick; Soto, Ricardo; Embry, Andres Trujillo; Molina, Maximo Arnao; Gervasi, O; Murgante, B; Garau, C; Blecic, I; Taniar, D; Apduhan, BO; et al. Article ISI EDUCATING FOR A NEW FUTURE: MAKING SENSE OF TECHNOLOGY-ENHANCED LEARNING ADOPTION, EC-TEL 2022 (2021)
Analysis and Prediction of Engineering Student Behavior and Their Relation to Academic Performance Using Data Analytics Techniques Guzman Gutierrez, Claudia; Crawford, Kathleen; Foschino, Giancarla; Crawford, Broderick; Soto, Ricardo; Leon de la Barra, Claudio; Cisternas Caneo, Felipe; Monfroy, Eric; Becerra-Rozas, Marcelo Article ISI APPLIED SCIENCES-BASEL (2020)


Feature Selection Problem and Metaheuristics: A Systematic Literature Review about Its Formulation, Evaluation and Applications Barrera-Garcia, Jose; Cisternas-Caneo, Felipe; Crawford, Broderick; Sanchez, Mariam Gomez; Soto, Ricardo Review ISI BIOMIMETICS (2024)
Continuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review Becerra-Rozas, Marcelo; Lemus-Romani, Jose; Cisternas-Caneo, Felipe; Crawford, Broderick; Soto, Ricardo; Astorga, Gino; Castro, Carlos; Garcia, Jose Review ISI MATHEMATICS (2023)

Ricardo Soto

Director

Escuela de Ingeniería Informática - PUCV

Valparaiso, Chile

Alvaro Peña

Profesor Titular - Consejero Académico

Escuela Ingeniería en Construcción

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

CLAUDIO ELÓRTEGUI

Director

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

José Barrera

Profesor

Marketing y Tecnologías

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

Felipe Cisternas

Marcelo Becerra

Profesor Asociado

Escuela de Ingeniería Informática

Pontificia Universidad Católica de Valparaíso

Valparaíso, Chile

Felipe Andrés Cisternas Caneo

Líneas de Investigación

Educación

Ingeniero Civil en Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2020

Magíster en Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2021

Licenciado en Ciencias de la Ingeniería, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2019

Magíster en Ciencias de la Ingeniería Informática, PONTIFICIA UNIVERSIDAD CATOLICA DE VALPARAISO. Chile, 2024

Experiencia Académica

Profesor Agregado Part Time

Profesor Hora Part Time

Article (19)

Enhancing Reptile Search Algorithm Performance for the Knapsack Problem with Integration of Chaotic Map

How Is the Objective Function of the Feature Selection Problem Formulated?

A Binary Chaotic White Shark Optimizer

A Novel Approach to Combinatorial Problems: Binary Growth Optimizer Algorithm

Chaotic Binarization Schemes for Solving Combinatorial Optimization Problems Using Continuous Metaheuristics

Optimizing the Feature Selection Problem with Pendulum Search Algorithm: Binarization Strategies and Their Impacts

A Binary Black Widow Optimization Algorithm for Addressing the Cell Formation Problem Involving Alternative Routes and Machine Reliability

B-PSA: A Binary Pendulum Search Algorithm for the Feature Selection Problem

Binarization of Metaheuristics: Is the Transfer Function Really Important?

A New Learnheuristic: Binary SARSA - Sine Cosine Algorithm (BS-SCA)

Embedded Learning Approaches in the Whale Optimizer to Solve Coverage Combinatorial Problems

Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems

Swarm-Inspired Computing to Solve Binary Optimization Problems: A Backward Q-Learning Binarization Scheme Selector

A Comparison of Learnheuristics Using Different Reward Functions to Solve the Set Covering Problem

A Novel Learning-Based Binarization Scheme Selector for Swarm Algorithms Solving Combinatorial Problems

Embedding Q-Learning in the selection of metaheuristic operators: The enhanced binary grey wolf optimizer case

Q-learnheuristics: Towards data-driven balanced metaheuristics

Reinforcement Learning Based Whale Optimizer

Analysis and Prediction of Engineering Student Behavior and Their Relation to Academic Performance Using Data Analytics Techniques

Review (2)

Feature Selection Problem and Metaheuristics: A Systematic Literature Review about Its Formulation, Evaluation and Applications

Continuous Metaheuristics for Binary Optimization Problems: An Updated Systematic Literature Review

Ricardo Soto

Alvaro Peña

CLAUDIO ELÓRTEGUI

José Barrera

Felipe Cisternas

Marcelo Becerra