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Complexity
Volume 2017, Article ID 8404231, 19 pages
https://doi.org/10.1155/2017/8404231
Review Article

Putting Continuous Metaheuristics to Work in Binary Search Spaces

1Pontificia Universidad Católica de Valparaíso, 2362807 Valparaíso, Chile
2Universidad de Valparaíso, 2361864 Valparaíso, Chile
3Centro de Investigación y Desarrollo Telefónica, 7500961 Santiago, Chile
4Universidad Técnica Federico Santa María, 2390123 Valparaíso, Chile
5Escuela de Ingeniería Industrial, Universidad Diego Portales, 8370109 Santiago, Chile

Correspondence should be addressed to José García; moc.acinofelet@aicrag.oinotnaesoj

Received 24 January 2017; Revised 30 March 2017; Accepted 9 April 2017; Published 11 May 2017

Academic Editor: Jia Hao

Copyright © 2017 Broderick Crawford et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Citations to this Article [28 citations]

The following is the list of published articles that have cited the current article.

  • Matias Valenzuela, Pamela Valenzuela, Camilo Caceres, Lorena Jorquera, and Hernan Pinto, “A Percentile Multi-Verse Optimizer Algorithm applied to the Knapsack problem,” 2019 14th Iberian Conference on Information Systems and Technologies (CISTI), pp. 1–8, . View at Publisher · View at Google Scholar
  • Broderick Crawford, Ricardo Soto, Eric Monfroy, Gino Astorga, José García, and Enrique Cortes, “A Meta-Optimization Approach for Covering Problems in Facility Location,” Applied Computer Sciences in Engineering, vol. 742, pp. 565–578, 2017. View at Publisher · View at Google Scholar
  • Nantiwat Pholdee, and Sujin Bureerat, “Estimation of Distribution Algorithm Using Correlation between Binary Elements: A New Binary-Code Metaheuristic,” Mathematical Problems in Engineering, vol. 2017, pp. 1–15, 2017. View at Publisher · View at Google Scholar
  • José García, Broderick Crawford, Ricardo Soto, and Gino Astorga, “A clustering algorithm applied to the binarization of Swarm intelligence continuous metaheuristics,” Swarm and Evolutionary Computation, 2018. View at Publisher · View at Google Scholar
  • Andrés Fernández, Alvaro Peña, Matías Valenzuela, and Hernan Pinto, “A Binary Percentile Sin-Cosine Optimisation Algorithm Applied to the Set Covering Problem,” Computational and Statistical Methods in Intelligent Systems, vol. 859, pp. 285–295, 2018. View at Publisher · View at Google Scholar
  • José García, Francisco Altimiras, Alvaro Peña, Gino Astorga, and Oscar Peredo, “A Binary Cuckoo Search Big Data Algorithm Applied to Large-Scale Crew Scheduling Problems,” Complexity, vol. 2018, pp. 1–15, 2018. View at Publisher · View at Google Scholar
  • Ricardo Soto, Enrique Cortes, and Broderick Crawford, “Development of a new metaheuristic inspired in the thermodynamic fluid phases equilibrium,” Iberian Conference on Information Systems and Technologies, CISTI, vol. 2018-, pp. 1–6, 2018. View at Publisher · View at Google Scholar
  • Mayada Tarek, Eslam Hamouda, and El-Metwally Sara, “Ant lion optimization algorithm for kidney exchanges,” PLoS ONE, vol. 13, no. 5, 2018. View at Publisher · View at Google Scholar
  • Hernan Pinto, Alvaro Peña, Matías Valenzuela, and Andrés Fernández, “A Binary Grasshopper Algorithm Applied to the Knapsack Problem,” Artificial Intelligence and Algorithms in Intelligent Systems, vol. 764, pp. 132–143, 2018. View at Publisher · View at Google Scholar
  • Broderick Crawford, Ricardo Soto, Alvaro Peña, and Gino Astorga, “A Binary Grasshopper Optimisation Algorithm Applied to the Set Covering Problem,” Cybernetics and Algorithms in Intelligent Systems, vol. 765, pp. 1–12, 2018. View at Publisher · View at Google Scholar
  • Seyyid Ahmed Medjahed, and Mohammed Ouali, “Spectral Band Selection Using Binary Gray Wolf Optimizer and Signal to Noise Ration Measure,” Modelling and Implementation of Complex Systems, vol. 64, pp. 75–89, 2018. View at Publisher · View at Google Scholar
  • Xiaoyang Li, Deyun Zhou, Qian Pan, Yongchuan Tang, and Jichuan Huang, “Weapon-Target Assignment Problem by Multiobjective Evolutionary Algorithm Based on Decomposition,” Complexity, vol. 2018, pp. 1–19, 2018. View at Publisher · View at Google Scholar
  • Ricardo Soto, Broderick Crawford, Rodrigo Olivares, Carla Taramasco, Ignacio Figueroa, Álvaro Gómez, Carlos Castro, and Fernando Paredes, “Adaptive Black Hole Algorithm for Solving the Set Covering Problem,” Mathematical Problems in Engineering, vol. 2018, pp. 1–23, 2018. View at Publisher · View at Google Scholar
  • Matias Valenzuela, Hernan Pinto, Alvaro Pena, and Luis Lopez, “A binary multi-verse optimizer algorithm applied to the set covering problem,” 2017 4th International Conference on Systems and Informatics, ICSAI 2017, vol. 2018-, pp. 513–518, 2018. View at Publisher · View at Google Scholar
  • Broderick Crawford, Gino Astorga, Ricardo Soto, and Enrique Cortés, “A New Thermodynamic Equilibrium-Based Metaheuristic,” Advances in Intelligent Systems and Computing, vol. 661, pp. 336–346, 2018. View at Publisher · View at Google Scholar
  • José García, Gino Astorga, Broderick Crawford, and Ricardo Soto, “A Percentile Transition Ranking Algorithm Applied to Knapsack Problem,” Advances in Intelligent Systems and Computing, vol. 662, pp. 126–138, 2018. View at Publisher · View at Google Scholar
  • Gino Astorga, José García, Broderick Crawford, and Ricardo Soto, “A percentile transition ranking algorithm applied to binarization of continuous swarm intelligence metaheuristics,” Advances in Intelligent Systems and Computing, vol. 700, pp. 3–13, 2018. View at Publisher · View at Google Scholar
  • Brahim Sahmadi, Dalila Boughaci, Rekia Rahmani, and Noura Sissani, “A Modified Firefly Algorithm with Support Vector Machine for Medical Data Classification,” IFIP Advances in Information and Communication Technology, vol. 522, pp. 232–243, 2018. View at Publisher · View at Google Scholar
  • José García, Paola Moraga, Matias Valenzuela, Broderick Crawford, Ricardo Soto, Hernan Pinto, Alvaro Peña, Francisco Altimiras, and Gino Astorga, “A Db-Scan Binarization Algorithm Applied to Matrix Covering Problems,” Computational Intelligence and Neuroscience, vol. 2019, pp. 1–16, 2019. View at Publisher · View at Google Scholar
  • Broderick Crawford, Ricardo Soto, Rodrigo Olivares, Luis Riquelme, Gino Astorga, Franklin Johnson, Enrique Cortés, Carlos Castro, and Fernando Paredes, “A self-adaptive biogeography-based algorithm to solve the set covering problem,” RAIRO - Operations Research, vol. 53, no. 3, pp. 1033–1059, 2019. View at Publisher · View at Google Scholar
  • Broderick Crawford, Ricardo Soto, Rodrigo Olivares, Gabriel Embry, Diego Flores, Wenceslao Palma, Carlos Castro, Fernando Paredes, and José-Miguel Rubio, “A binary monkey search algorithm variation for solving the set covering problem,” Natural Computing, 2019. View at Publisher · View at Google Scholar
  • Broderick Crawford, Ricardo Soto, Guillermo Cabrera, Agustín Salas-Fernández, and Fernando Paredes, “Using a Social Media Inspired Optimization Algorithm to Solve the Set Covering Problem,” Social Computing and Social Media. Design, Human Behavior and Analytics, vol. 11578, pp. 43–52, 2019. View at Publisher · View at Google Scholar
  • Andrés Morales, Broderick Crawford, Ricardo Soto, José Lemus-Romani, Gino Astorga, Agustín Salas-Fernández, and José-Miguel Rubio, “Optimization of Bridges Reinforcement by Conversion to Tied Arch Using an Animal Migration Algorithm,” Advances and Trends in Artificial Intelligence. From Theory to Practice, vol. 11606, pp. 827–834, 2019. View at Publisher · View at Google Scholar
  • Dieu Tien Bui, Nhat-Duc Hoang, and Pijush Samui, “Spatial pattern analysis and prediction of forest fire using new machine learning approach of Multivariate Adaptive Regression Splines and Differential Flower Pollination optimization: A case study at Lao Cai province (Viet Nam),” Journal of Environmental Management, vol. 237, pp. 476–487, 2019. View at Publisher · View at Google Scholar
  • Hernan Pinto, Alvaro Peña, Matías Valenzuela, and Andrés Fernández, “A Binary Sine-Cosine Algorithm Applied to the Knapsack Problem,” Artificial Intelligence Methods in Intelligent Algorithms, vol. 985, pp. 128–138, 2019. View at Publisher · View at Google Scholar
  • Lorena Jorquera, Pamela Valenzuela, Matías Valenzuela, and Hernan Pinto, “A Binary Ant Lion Optimisation Algorithm Applied to the Set Covering Problem,” Artificial Intelligence Methods in Intelligent Algorithms, vol. 985, pp. 156–167, 2019. View at Publisher · View at Google Scholar
  • Lucia Damiani, Ariel I. Diaz, Javier Iparraguirre, and Aníbal M. Blanco, “Accelerated particle swarm optimization with explicit consideration of model constraints,” Cluster Computing, 2019. View at Publisher · View at Google Scholar
  • Broderick Crawford, Ricardo Soto, and Enrique Cortés, “New Advances in the Development of a Thermodynamic Equilibrium-Inspired Metaheuristic,” Advances in Soft Computing, vol. 10632, pp. 142–153, 2019. View at Publisher · View at Google Scholar