Franklin Johnson

According to our database, Franklin Johnson authored at least 51 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Broderick Crawford, Felipe Cisternas-Caneo, Katherine Sepúlveda, Ricardo Soto, Álex Paz, Alvaro Peña, Claudio León de la Barra, Eduardo Rodriguez-Tello, Gino Astorga, Carlos Castro, Franklin Johnson, Giovanni Giachetti

Comput., November, 2023

Hybrid Algorithms for Energy Minimizing Vehicle Routing Problem: Integrating Clusterization and Ant Colony Optimization.

Nicolás Frías, Franklin Johnson, Carlos Valle

IEEE Access, 2023

Pendulum Motion Based Optimization Algorithm To Solve The Feature Selection Problem.

Broderick Crawford, Felipe Cisternas-Caneo, Katherine Sepúlveda, Ricardo Soto, Álex Paz, Alvaro Peña, Claudio León de la Barra, Eduardo Rodriguez-Tello, Gino Astorga, Carlos Castro, Franklin Johnson, Giovanni Giachetti, Eduardo Peña Jaramillo, Pedro Alberti Villalobos

Proceedings of the XLIX Latin American Computer Conference, 2023

2020

Automating Configuration of Convolutional Neural Network Hyperparameters Using Genetic Algorithm.

Franklin Johnson, Alvaro Valderrama, Carlos Valle, Broderick Crawford, Ricardo Soto, Ricardo Ñanculef

IEEE Access, 2020

2019

A self-adaptive biogeography-based algorithm to solve the set covering problem.

Broderick Crawford, Ricardo Soto, Rodrigo Olivares, Luis Riquelme, Gino Astorga, Franklin Johnson, Enrique Cortés, Carlos Castro, Fernando Paredes

RAIRO Oper. Res., 2019

2018

Comparing Local Search Algorithms for the Beam Angles Selection in Radiotherapy.

Guillermo Cabrera-Guerrero, Carolina Lagos, Enrique Cabrera, Franklin Johnson, José Miguel Rubio, Fernando Paredes

IEEE Access, 2018

A Framework to Simplify Usability Analysis of Constraint Solvers.

Broderick Crawford, Ricardo Soto, Franklin Johnson

Proceedings of the Social Computing and Social Media. User Experience and Behavior, 2018

2017

Online control of enumeration strategies via bat algorithm and black hole optimization.

Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Stefanie Niklander, Franklin Johnson, Fernando Paredes, Eduardo Olguín

Nat. Comput., 2017

Solving the non-unicost set covering problem by using cuckoo search and black hole optimization.

Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Jorge Barraza, Ignacio Figueroa, Franklin Johnson, Fernando Paredes, Eduardo Olguín

Nat. Comput., 2017

Parameter Tuning for Local-Search-Based Matheuristic Methods.

Guillermo Cabrera-Guerrero, Carolina Lagos, Carolina Castañeda, Franklin Johnson, Fernando Paredes, Enrique Cabrera

Complex., 2017

2016

Using autonomous search for solving constraint satisfaction problems via new modern approaches.

Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Cristian Galleguillos, Carlos Castro, Franklin Johnson, Fernando Paredes, Enrique Norero

Swarm Evol. Comput., 2016

A Matheuristic Approach Combining Local Search and Mathematical Programming.

Carolina Lagos, Guillermo Cabrera-Guerrero, Enrique Cabrera, Stefanie Niklander, Franklin Johnson, Fernando Paredes, Jorge Vega

Sci. Program., 2016

A Software Project Management Problem Solved by Firefly Algorithm.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Sanjay Misra, Eduardo Olguín

Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Firefly Algorithm to Solve a Project Scheduling Problem.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Carlos Valencia, Fernando Paredes

Proceedings of the Artificial Intelligence Perspectives in Intelligent Systems, 2016

2015

Boosting autonomous search for CSPs via skylines.

Ricardo Soto, Broderick Crawford, Wenceslao Palma, Karin Galleguillos, Carlos Castro, Éric Monfroy, Franklin Johnson, Fernando Paredes

Inf. Sci., 2015

Automated, Adaptive, and Optimized Search for CSPs via Cuckoo Search.

Ricardo Soto, Broderick Crawford, Javier Flores, Felipe Mella, Cristian Galleguillos, Franklin Johnson, Fernando Paredes

Proceedings of the Advances in Swarm and Computational Intelligence, 2015

Solving the Set Covering Problem with Binary Cat Swarm Optimization.

Broderick Crawford, Ricardo Soto, Natalia Berríos, Franklin Johnson, Fernando Paredes

Proceedings of the Advances in Swarm and Computational Intelligence, 2015

The Impact of a New Formulation When Solving the Set Covering Problem Using the ACO Metaheuristic.

Broderick Crawford, Ricardo Soto, Wenceslao Palma, Fernando Paredes, Franklin Johnson, Enrique Norero

Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015

Online Control of Enumeration Strategies via Bat-Inspired Optimization.

Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Franklin Johnson, Fernando Paredes

Proceedings of the Bioinspired Computation in Artificial Systems, 2015

A Binary Cuckoo Search Algorithm for Solving the Set Covering Problem.

Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Jorge Barraza, Franklin Johnson, Fernando Paredes

Proceedings of the Bioinspired Computation in Artificial Systems, 2015

Autonomous Tuning for Constraint Programming via Artificial Bee Colony Optimization.

Ricardo Soto, Broderick Crawford, Felipe Mella, Javier Flores, Cristian Galleguillos, Sanjay Misra, Franklin Johnson, Fernando Paredes

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

A Binary Fruit Fly Optimization Algorithm to Solve the Set Covering Problem.

Broderick Crawford, Ricardo Soto, Claudio Torres-Rojas, Cristian Peña, Marco Riquelme-Leiva, Sanjay Misra, Franklin Johnson, Fernando Paredes

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

A Comparison of Three Recent Nature-Inspired Metaheuristics for the Set Covering Problem.

Broderick Crawford, Ricardo Soto, Cristian Peña, Marco Riquelme-Leiva, Claudio Torres-Rojas, Sanjay Misra, Franklin Johnson, Fernando Paredes

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

A Scheduling Problem for Software Project Solved with ABC Metaheuristic.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Melissa Vargas, Sanjay Misra, Fernando Paredes

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

A Teaching-Learning-Based Optimization Algorithm for Solving Set Covering Problems.

Broderick Crawford, Ricardo Soto, Felipe Aballay, Sanjay Misra, Franklin Johnson, Fernando Paredes

Proceedings of the Computational Science and Its Applications - ICCSA 2015, 2015

The Complexity of Designing and Implementing Metaheuristics.

Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Cristian Galleguillos, Kathleen Crawford, Franklin Johnson, Fernando Paredes

Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015

An Artificial Bee Colony Algorithm for the Resource Contrained Project Scheduling Problem.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Enrique Norero, Eduardo Olguín

Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015

Towards a Framework for Adaptive Constraint Propagation.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Éric Monfroy, Enrique Norero, Eduardo Olguín

Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015

Recent Harmony Search Algorithms for 0-1 Optimization Problems.

Broderick Crawford, Ricardo Soto, Néstor Guzmán, Franklin Johnson, Fernando Paredes

Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015

Experiential Solving: Towards a Unified Autonomous Search Constraint Solving Approach.

Broderick Crawford, Ricardo Soto, Kathleen Crawford, Franklin Johnson, Claudio León de la Barra, Sergio Galdames

Proceedings of the HCI International 2015 - Posters' Extended Abstracts, 2015

Heuristic Feasibility and Preprocessing for a Set Covering Solver Based on Firefly Optimization.

Ricardo Soto, Broderick Crawford, José Vilches, Franklin Johnson, Fernando Paredes

Proceedings of the Artificial Intelligence Perspectives and Applications, 2015

Enumeration Strategies for Solving Constraint Satisfaction Problems: A Performance Evaluation.

Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Rodrigo Herrera, Franklin Johnson, Fernando Paredes

Proceedings of the Artificial Intelligence Perspectives and Applications, 2015

Pre-processing, Repairing and Transfer Functions Can Help Binary Electromagnetism-Like Algorithms.

Ricardo Soto, Broderick Crawford, Alexis Muñoz, Franklin Johnson, Fernando Paredes

Proceedings of the Artificial Intelligence Perspectives and Applications, 2015

WSM Tuning in Autonomous Search via Gravitational Search Algorithms.

Ricardo Soto, Broderick Crawford, Rodrigo Herrera, Rodrigo Olivares, Franklin Johnson, Fernando Paredes

Proceedings of the Artificial Intelligence Perspectives and Applications, 2015

Modified Binary FireFly Algorithms with Different Transfer Functions for Solving Set Covering Problems.

Broderick Crawford, Ricardo Soto, Marco Riquelme-Leiva, Cristian Peña, Claudio Torres-Rojas, Franklin Johnson, Fernando Paredes

Proceedings of the Software Engineering in Intelligent Systems, 2015

Binarization Methods for Shuffled Frog Leaping Algorithms That Solve Set Covering Problems.

Broderick Crawford, Ricardo Soto, Cristian Peña, Marco Riquelme-Leiva, Claudio Torres-Rojas, Franklin Johnson, Fernando Paredes

Proceedings of the Software Engineering in Intelligent Systems, 2015

A Timetabling Applied Case Solved with Ant Colony Optimization.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Fernando Paredes

Proceedings of the Artificial Intelligence Perspectives and Applications, 2015

Solving Manufacturing Cell Design Problems Using a Shuffled Frog Leaping Algorithm.

Ricardo Soto, Broderick Crawford, Emanuel Vega, Franklin Johnson, Fernando Paredes

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

A XOR-Based ABC Algorithm for Solving Set Covering Problems.

Ricardo Soto, Broderick Crawford, Sebastián Lizama, Franklin Johnson, Fernando Paredes

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

Solving the Set Covering Problem with a Shuffled Frog Leaping Algorithm.

Broderick Crawford, Ricardo Soto, Cristian Peña, Wenceslao Palma, Franklin Johnson, Fernando Paredes

Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

2014

A Max-Min Ant System algorithm to solve the Software Project Scheduling Problem.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Éric Monfroy, Fernando Paredes

Expert Syst. Appl., 2014

Solving Open-Pit Long-Term Production Planning Problems with Constraint Programming - A Performance Evaluation.

Ricardo Soto, Broderick Crawford, Boris Almonacid, Franklin Johnson, Eduardo Olguín

Proceedings of the ICSOFT-EA 2014, 2014

Two Swarm Intelligence Algorithms for the Set Covering Problem.

Broderick Crawford, Ricardo Soto, Rodrigo Cuesta, Miguel Olivares-Suárez, Franklin Johnson, Eduardo Olguín

Proceedings of the ICSOFT-EA 2014, 2014

A 2-level Approach for the Set Covering Problem: Parameter Tuning of Artificial Bee Colony Algorithm by Using Genetic Algorithm.

Broderick Crawford, Ricardo Soto, Wenceslao Palma, Franklin Johnson, Fernando Paredes, Eduardo Olguín

Proceedings of the Advances in Swarm Intelligence - 5th International Conference, 2014

The Use of Metaheuristics to Software Project Scheduling Problem.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Sanjay Misra, Fernando Paredes

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Self-adaptive Systems: Facilitating the Use of Combinatorial Problem Solvers.

Broderick Crawford, Ricardo Soto, Éric Monfroy, Franklin Johnson

Proceedings of the HCI International 2014 - Posters' Extended Abstracts, 2014

A Better Understanding of the Behaviour of Metaheuristics: A Psychological View.

Broderick Crawford, Ricardo Soto, Claudio León de la Barra, Kathleen Crawford, Fernando Paredes, Franklin Johnson

Proceedings of the HCI International 2014 - Posters' Extended Abstracts, 2014

A New Approach to Solve the Software Project Scheduling Problem Based on Max-Min Ant System.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Éric Monfroy, Fernando Paredes

Proceedings of the Modern Trends and Techniques in Computer Science, 2014

2013

Ants Can Schedule Software Projects.

Broderick Crawford, Ricardo Soto, Franklin Johnson, Éric Monfroy

Proceedings of the HCI International 2013 - Posters' Extended Abstracts, 2013

2008

Solving the University Course Timetabling Problem by Hypercube Framework for ACO.

José Miguel Rubio, Broderick Crawford, Franklin Johnson

Proceedings of the ICEIS 2008, 2008

2006

Hypercube FrameWork for ACO applied to timetabling.

Franklin Johnson, Broderick Crawford, Wenceslao Palma

Proceedings of the Artificial Intelligence in Theory and Practice, 2006