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37 results on '"Almonacid, Boris"'

1. Towards an Automatic Optimisation Model Generator Assisted with Generative Pre-trained Transformer

Author

Almonacid, Boris

Subjects
Computer Science - Neural and Evolutionary Computing, Computer Science - Artificial Intelligence
Abstract

This article presents a framework for generating optimisation models using a pre-trained generative transformer. The framework involves specifying the features that the optimisation model should have and using a language model to generate an initial version of the model. The model is then tested and validated, and if it contains build errors, an automatic edition process is triggered. An experiment was performed using MiniZinc as the target language and two GPT-3.5 language models for generation and debugging. The results show that the use of language models for the generation of optimisation models is feasible, with some models satisfying the requested specifications, while others require further refinement. The study provides promising evidence for the use of language models in the modelling of optimisation problems and suggests avenues for future research.

Published
2023

2. An Imperialist Competitive Algorithm to Solve the Manufacturing Cell Design Problem

Author

Soto, Ricardo, Crawford, Broderick, Olivares, Rodrigo, Ortega, Héctor, Almonacid, Boris, Kacprzyk, Janusz, Series editor, Pal, Nikhil R., Advisory editor, Bello Perez, Rafael, Advisory editor, Corchado, Emilio S., Advisory editor, Hagras, Hani, Advisory editor, Kóczy, László T., Advisory editor, Kreinovich, Vladik, Advisory editor, Lin, Chin-Teng, Advisory editor, Lu, Jie, Advisory editor, Melin, Patricia, Advisory editor, Nedjah, Nadia, Advisory editor, Nguyen, Ngoc Thanh, Advisory editor, Wang, Jun, Advisory editor, Silhavy, Radek, editor, Silhavy, Petr, editor, and Prokopova, Zdenka, editor

Published
2018
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3. Solving the Manufacturing Cell Design Problem Using the Artificial Bee Colony Algorithm

Author

Soto, Ricardo, Crawford, Broderick, Vásquez, Leandro, Zulantay, Roberto, Jaime, Ana, Ramírez, Maykol, Almonacid, Boris, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Phon-Amnuaisuk, Somnuk, editor, Ang, Swee-Peng, editor, and Lee, Soo-Young, editor

Published
2017
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4. Simulation of a Dynamic Prey-Predator Spatial Model Based on Cellular Automata Using the Behavior of the Metaheuristic African Buffalo Optimization

Author

Almonacid, Boris, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Ferrández Vicente, José Manuel, editor, Álvarez-Sánchez, José Ramón, editor, de la Paz López, Félix, editor, Toledo Moreo, Javier, editor, and Adeli, Hojjat, editor

Published
2017
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6. Optimization for UI Design via Metaheuristics

Author

Soto, Ricardo, Crawford, Broderick, Almonacid, Boris, Niklander, Stefanie, Olguín, Eduardo, Diniz Junqueira Barbosa, Simone, Series editor, Chen, Phoebe, Series editor, Du, Xiaoyong, Series editor, Filipe, Joaquim, Series editor, Kara, Orhun, Series editor, Liu, Ting, Series editor, Kotenko, Igor, Series editor, Sivalingam, Krishna M., Series editor, Washio, Takashi, Series editor, and Stephanidis, Constantine, editor

Published
2016
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7. Solving Manufacturing Cell Design Problems by Using a Dolphin Echolocation Algorithm

Author

Soto, Ricardo, Crawford, Broderick, Carrasco, César, Almonacid, Boris, Reyes, Victor, Araya, Ignacio, Misra, Sanjay, Olguín, Eduardo, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Gervasi, Osvaldo, editor, Murgante, Beniamino, editor, Misra, Sanjay, editor, Rocha, Ana Maria A.C., editor, Torre, Carmelo M., editor, Taniar, David, editor, Apduhan, Bernady O., editor, Stankova, Elena, editor, and Wang, Shangguang, editor

Published
2016
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8. Resolving the Manufacturing Cell Design Problem Using the Flower Pollination Algorithm

Author

Soto, Ricardo, Crawford, Broderick, Olivares, Rodrigo, De Conti, Michele, Rubio, Ronald, Almonacid, Boris, Niklander, Stefanie, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Sombattheera, Chattrakul, editor, Stolzenburg, Frieder, editor, Lin, Fangzhen, editor, and Nayak, Abhaya, editor

Published
2016
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9. A Migrating Birds Optimization Algorithm for Machine-Part Cell Formation Problems

Author

Soto, Ricardo, Crawford, Broderick, Almonacid, Boris, Paredes, Fernando, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Sidorov, Grigori, editor, and Galicia-Haro, Sofía N., editor

Published
2015
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16. Resolving the optimal selection of a natural reserve using the particle swarm optimisation by applying transfer functions

Author

Almonacid, Boris L

Subjects
Nature reserve, Mathematical optimization, Biodiversity conservation, Computer science, MathematicsofComputing_NUMERICALANALYSIS, Particle swarm optimization, Metaheuristic, Transfer function, Selection (genetic algorithm)
Abstract

The optimal selection of a natural reserve (OSRN) is an optimisation problem with a binary domain. To solve this problem the metaheuristic algorithm Particle Swarm Optimization (PSO) has been chosen. The PSO algorithm has been designed to solve problems in real domains. Therefore, a transfer method has been applied that converts the equations with real domains of the PSO algorithm into binary results that are compatible with the OSRN problem. Four transfer functions have been tested in four case studies to solve the OSRN problem. According to the tests carried out, it is concluded that two of the four transfer functions are apt to solve the problem of optimal selection of a natural reserve.

Published
2018

17. Appendix: Andean Condor Algorithm for Solving Cell Formation Problems

Author

Almonacid, Boris

Abstract

The original paper was published in https://link.springer.com/article/10.1007/s11047-018-9675-0This document includes:1 Algorithm to perform exploration and intensification for Cell Formation Problems.2 Convergence curves: - Figures - Analysis3 Normality Test: - Visual Methods (Density graphs, Histograms, quantile-quantile graphs).4 Gao test Raw Data: - Gao samples and sizes - Gao single analysis and CS analysis

Published
2018
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33. Un eficiente intercambio de líder en el algoritmo Optimización de Migración de Aves en resolver el problema de Formación de Celdas Máquina-Parte.

Author

Soto, Ricardo, Crawford, Broderick, and Almonacid, Boris

Abstract

Copyright of CISTI (Iberian Conference on Information Systems & Technologies / Conferência Ibérica de Sistemas e Tecnologias de Informação) Proceedings is the property of Conferencia Iberica de Sistemas Tecnologia de Informacao and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Published
2016

34. Resolución del Manufacturing Cell Design Problem utilizando el Algoritmo Bat.

Author

Soto, Ricardo, Crawford, Broderick, Zec, Carolina, Alarcón, Andrés, and Almonacid, Boris

Abstract

Copyright of CISTI (Iberian Conference on Information Systems & Technologies / Conferência Ibérica de Sistemas e Tecnologias de Informação) Proceedings is the property of Conferencia Iberica de Sistemas Tecnologia de Informacao and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Published
2016

35. Resolución del Manufacturing Cell Design Problem Utilizando el Algoritmo Luciérnaga.

Author

Soto, Ricardo, Crawford, Broderick, Lama, Jacqueline, and Almonacid, Boris

Abstract

Copyright of CISTI (Iberian Conference on Information Systems & Technologies / Conferência Ibérica de Sistemas e Tecnologias de Informação) Proceedings is the property of Conferencia Iberica de Sistemas Tecnologia de Informacao and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

Published
2016

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