Felipe Cisternas-Caneo

About Felipe Cisternas-Caneo

Felipe Cisternas-Caneo, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Pontificia Universidad Católica de Valparaíso, specializes in the field of operations research, metaheuristics, optimization, mathematics, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Chaotic Binarization Schemes for Solving Combinatorial Optimization Problems Using Continuous Metaheuristics

Multi-armed Bandit-Based Metaheuristic Operator Selection: The Pendulum Algorithm Binarization Case

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

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

Pendulum Motion Based Optimization Algorithm To Solve The Feature Selection Problem

Binarization of Metaheuristics: Is the Transfer Function Really Important?

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

Continuous metaheuristics for binary optimization problems: An updated systematic literature review

Felipe Cisternas-Caneo Information

University

Position

___

Citations(all)

134

Citations(since 2020)

134

Cited By

0

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Pontificia Universidad Católica de Valparaíso

Google Scholar

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Felipe Cisternas-Caneo Skills & Research Interests

operations research

metaheuristics

optimization

mathematics

machine learning

Top articles of Felipe Cisternas-Caneo

Title

Journal

Author(s)

Publication Date

Chaotic Binarization Schemes for Solving Combinatorial Optimization Problems Using Continuous Metaheuristics

Mathematics

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

Giovanni Giachetti

Álex Paz

...

2024/1/12

Multi-armed Bandit-Based Metaheuristic Operator Selection: The Pendulum Algorithm Binarization Case

Pablo Ábrego-Calderón

Broderick Crawford

Ricardo Soto

Eduardo Rodriguez-Tello

Felipe Cisternas-Caneo

...

2023/5/3

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

José Barrera-García

Felipe Cisternas-Caneo

Broderick Crawford

Mariam Gómez Sánchez

Ricardo Soto

2023/12/25

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

Computers

Broderick Crawford

Felipe Cisternas-Caneo

Katherine Sepúlveda

Ricardo Soto

Álex Paz

...

2023/11/29

Pendulum Motion Based Optimization Algorithm To Solve The Feature Selection Problem

Broderick Crawford

Felipe Cisternas-Caneo

Katherine Sepúlveda

Ricardo Soto

Álex Paz

...

2023/10/16

Binarization of Metaheuristics: Is the Transfer Function Really Important?

Biomimetics

José Lemus-Romani

Broderick Crawford

Felipe Cisternas-Caneo

Ricardo Soto

Marcelo Becerra-Rozas

2023/9/1

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

Mathematics

Paulo Figueroa-Torrez

Orlando Durán

Broderick Crawford

Felipe Cisternas-Caneo

2023/8/11

Continuous metaheuristics for binary optimization problems: An updated systematic literature review

Marcelo Becerra-Rozas

José Lemus-Romani

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

...

2022/12/27

Population Size Management in a Cuckoo Search Algorithm Solving Combinatorial Problems

Informatics and Intelligent Applications: First International Conference, ICIIA 2021, Ota, Nigeria, November 25–27, 2021, Revised Selected Papers

Felipe Cisternas-Caneo

Gino Astorga

Sanjay Misra

2022/1/22

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

Mathematics

Marcelo Becerra-Rozas

José Lemus-Romani

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

...

2022/12/15

Embedded learning approaches in the whale optimizer to solve coverage combinatorial problems

Mathematics

Marcelo Becerra-Rozas

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

José García

...

2022/11/30

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

Marcelo Becerra-Rozas

José Lemus-Romani

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

...

2021/10/27

A Data-Driven Dynamic Discretization Framework to Solve Combinatorial Problems Using Continuous Metaheuristics

Felipe Cisternas-Caneo

Broderick Crawford

Ricardo Soto

Hanns de la Fuente-Mella

Diego Tapia

...

2020/12/16

A novel learning-based binarization scheme selector for swarm algorithms solving combinatorial problems

Mathematics

José Lemus-Romani

Marcelo Becerra-Rozas

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

...

2021/11/12

Reinforcement learning based whale optimizer

Marcelo Becerra-Rozas

José Lemus-Romani

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

...

2021/9/10

Q-Learnheuristics: towards data-driven balanced metaheuristics

Broderick Crawford Labrin

Ricardo Soto

José Lemun Romani

Marcelo Becerra Rozas

José Manuel Lanza Gutiérrez

...

2021/8/4

A comparison of Learnheuristics using different Reward Functions to solve the Set Covering Problem

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

Diego Tapia

Hanns de la Fuente-Mella

...

2021/6/23

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

Diego Tapia

Broderick Crawford

Ricardo Soto

Wenceslao Palma

José Lemus-Romani

...

2021/3/22

An autonomous galactic swarm optimization algorithm supported by hidden markov model

Mauricio Castillo

Broderick Crawford

Ricardo Soto

Wenceslao Palma

José Lemus-Romani

...

2020/12/15

A q-learning hyperheuristic binarization framework to balance exploration and exploitation

Diego Tapia

Broderick Crawford

Ricardo Soto

Felipe Cisternas-Caneo

José Lemus-Romani

...

2020/10/19

See List of Professors in Felipe Cisternas-Caneo University(Pontificia Universidad Católica de Valparaíso)

Co-Authors

H-index: 32
Ricardo Soto

Ricardo Soto

Pontificia Universidad Católica de Valparaíso

H-index: 27
Eric Monfroy

Eric Monfroy

Université de Nantes

H-index: 26
Jose Antonio Garcia

Jose Antonio Garcia

Pontificia Universidad Católica de Valparaíso

H-index: 15
Hanns de la Fuente-Mella

Hanns de la Fuente-Mella

Pontificia Universidad Católica de Valparaíso

H-index: 13
Gino Astorga

Gino Astorga

Universidad de Valparaíso

H-index: 10
José Lemus-Romani

José Lemus-Romani

Pontificia Universidad Católica de Valparaíso

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