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54,456 results

2. Humans vs AI: An Exploratory Study with Online and Offline Learners

Author

Inácio, João, Fachada, Nuno, Matos-Carvalho, João P., Fernandes, Carlos M., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Vale Costa, Liliana, editor, Zagalo, Nelson, editor, Veloso, Ana Isabel, editor, Clua, Esteban, editor, Arnab, Sylvester, editor, Vairinhos, Mário, editor, and Gomes, Diogo, editor

Published
2024
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3. Multi-objective optimization design of a circular core paper sandwich panel.

Author

Jiang, Xiawang, Zhang, Shihao, Yu, Minggong, and Sun, Delin

Subjects
*SANDWICH construction (Materials), *FURNITURE manufacturing, *PARETO optimum, *COMPRESSIVE strength, *GENETIC algorithms
Abstract

Ensuring sufficient mechanical performance while enabling lightweight design is critical for utilizing paper sandwich panels in the furniture industry. To design lightweight sandwich panels that balance mechanical properties and cost, this study developed a circular core paper sandwich panel (CCPSP) and investigated its structural efficiency using multi-objective optimization. The response surface method (RSM) based on Box–Behnken design was utilized to establish mathematical models relating the paper tube spacing, inner diameter, and height to the out-of-plane compressive strength, density, and cost. The resulting models effectively revealed the coupled effects of the parameters on the responses. Subsequently, the models were optimized using the non-dominated sorting genetic algorithm II (NSGA-II) to find the Pareto optimal trade-offs between maximizing compressive strength while minimizing its density and cost. The optimization solution resulted in an optimal set of paper tube geometries that maximized the structural efficiency of CCPSP. Overall, lower tube height conferred superior structural efficiency, while tube spacing and diameter were constrained. The results highlight the potential of CCPSP as an efficient and sustainable material for furniture manufacturing, enabled by multi-objective optimization of its structure. [ABSTRACT FROM AUTHOR]

Published
2024
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4. Angle of the Perforation Line to Optimize Partitioning Efficiency on Toilet Papers.

Author

Vieira, Joana Costa, Vieira, André Costa, Ribeiro, Marcelo L., Fiadeiro, Paulo T., and Costa, Ana Paula

Subjects
*TOILET paper, *GENETIC algorithms, *ANGLES
Abstract

Currently, tissue product producers try to meet consumers' requirements to retain their loyalty. In perforated products, such as toilet paper, these requirements involve the paper being portioned along the perforation line and not outside of it. Thus, it becomes necessary to enhance the behavior of the perforation line in perforated tissue papers. The current study aimed to verify if the perforation line for 0° (the solution found in commercial perforated products) is the best solution to maximize the perforation efficiency. A finite element (FE) simulation was used to validate the experimental data, where the deviations from the experiments were 5.2% for the case with a 4 mm perforation length and 8.8% for a perforation of 2 mm, and optimize the perforation efficiency using the genetic algorithm while considering two different cases. In the first case, the blank distance and the perforation line angle were varied, with the best configuration being achieved with a blank distance of 0.1 mm and an inclination angle of 0.56°. For the second case, the blank distance was fixed to 1.0 mm and the only variable to be optimized was the inclination angle of the perforation line. It was found that the best angle inclination was 0.67°. In both cases, it was verified that a slight inclination in the perforation line will favor partitioning and therefore the perforation efficiency. [ABSTRACT FROM AUTHOR]

Published
2023
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5. Artificial life and intelligent agents: second international symposium, ALIA 2016, Birmingham, UK, June 14-15, 2016, revised selected papers.

Author

Battle, Steve, Headleand, Christopher J., Lewis, Peter R, and Ritsos, Panagiotis D.

Subjects
Artificial intelligence, Computational intelligence, Computer simulation, Genetic algorithms, Robotics
Abstract

Summary: This book constitutes the refereed proceedings of the Second International Symposium on Artificial Life and Intelligent Agents, ALIA 2016, held in Birmingham, UK, in June 2016. The 8 revised full papers and three revised short papers presented together with two demo papers were carefully reviewed and selected from 25 submissions. The papers are organized in topical sections on modelling; robotics; bio-inspired problem solving; human-like systems; applications and games.

Published
2018

6. Defining a Quality Measure Within Crossover: An Electric Bus Scheduling Case Study

Author

Chitty, Darren M., Keedwell, Ed, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Legrand, Pierrick, editor, Liefooghe, Arnaud, editor, Keedwell, Edward, editor, Lepagnot, Julien, editor, Idoumghar, Lhassane, editor, Monmarché, Nicolas, editor, and Lutton, Evelyne, editor

Published
2023
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7. A Tuning Approach Using Genetic Algorithms for Emergency Incidents Classification in Social Media in Ecuador

Author

Garcia-Arteaga, Joel, Zambrano-Zambrano, Jesus, Parraga-Alava, Jorge, Rodas-Silva, Jorge, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Narváez, Fabián R., editor, Urgilés, Fernando, editor, Bastos-Filho, Teodiano Freire, editor, and Salgado-Guerrero, Juan Pablo, editor

Published
2023
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9. Multivariable Control Approach Applied to the Embryo Incubation Process of Gallus Gallus Domesticus

Author

Balseca, Alvaro, Herrera, Marco, Camacho, Oscar, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Botto-Tobar, Miguel, editor, Zambrano Vizuete, Marcelo, editor, Montes León, Sergio, editor, Torres-Carrión, Pablo, editor, and Durakovic, Benjamin, editor

Published
2023
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10. Scheduling with Genetic Algorithms Based on Binary Matrix Encoding

Author

Korotkov, Vladislav, Matveev, Mikhail, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Taratukhin, Victor, editor, Matveev, Mikhail, editor, Becker, Jörg, editor, and Kupriyanov, Yury, editor

Published
2022
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12. A New Handwritten Number Recognition Approach Using Typical Testors, Genetic Algorithms, and Neural Networks

Author

Torres-Constante, Eddy, Ibarra-Fiallo, Julio, Intriago-Pazmiño, Monserrate, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Narváez, Fabián R., editor, Proaño, Julio, editor, Morillo, Paulina, editor, Vallejo, Diego, editor, González Montoya, Daniel, editor, and Díaz, Gloria M., editor

Published
2022
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13. Optimal Overbooking Appointment Scheduling in Hospitals Using Evolutionary Markov Decision Process

Author

Ni, Wenlong, Wang, Jue, Liu, Ziyang, Song, Huaixiang, Guo, Xu, Chen, Hua, Zhou, Xinyu, Wang, Mingwen, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Pan, Linqiang, editor, Cui, Zhihua, editor, Cai, Jianghui, editor, and Li, Lianghao, editor

Published
2022
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14. Generating the Gopher’s Grounds: Form, Function, Order, and Alignment

Author

Zhao, Jiayi, Kamath, Anshul, Grisanti, Nick, Montañez, George D., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Rocha, Ana Paula, editor, Steels, Luc, editor, and van den Herik, Jaap, editor

Published
2022
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15. Exploration of Genetic Algorithms and CNN for Melanoma Classification

Author

Di Biasi, Luigi, Auriemma Citarella, Alessia, De Marco, Fabiola, Risi, Michele, Tortora, Genoveffa, Piotto, Stefano, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Schneider, Johannes Josef, editor, Weyland, Mathias Sebastian, editor, Flumini, Dandolo, editor, and Füchslin, Rudolf Marcel, editor

Published
2022
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16. Effective Resistance Based Weight Thresholding for Community Detection

Author

Pizzuti, Clara, Socievole, Annalisa, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Schneider, Johannes Josef, editor, Weyland, Mathias Sebastian, editor, Flumini, Dandolo, editor, and Füchslin, Rudolf Marcel, editor

Published
2022
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17. Synergy Between Convergence and Divergence—Review of Concepts and Methods

Author

Penev, Kalin, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Lirkov, Ivan, editor, and Margenov, Svetozar, editor

Published
2022
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19. A Framework for Generating Evasion Attacks for Machine Learning Based Network Intrusion Detection Systems

Author

Mogg, Raymond, Enoch, Simon Yusuf, Kim, Dong Seong, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, and Kim, Hyoungshick, editor

Published
2021
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20. Application of Genetic Algorithms to the Test Suite Cases Minimization

Author

Martín-Marín, María, Domínguez-Jiménez, Juan José, Medina-Bulo, Inmaculada, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Singh, Pradeep Kumar, editor, Veselov, Gennady, editor, Vyatkin, Valeriy, editor, Pljonkin, Anton, editor, Dodero, Juan Manuel, editor, and Kumar, Yugal, editor

Published
2021
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22. Performance Evaluation of Lung Segmentation Techniques in Computer Aided Lung Nodule Detection System

Author

Ziyad, Shabana R., Radha, V., Thavavel, V., Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Barbosa, Simone Diniz Junqueira, Founding Editor, Singh, Pradeep Kumar, editor, Sood, Sanjay, editor, Kumar, Yugal, editor, Paprzycki, Marcin, editor, Pljonkin, Anton, editor, and Hong, Wei-Chiang, editor

Published
2020
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23. A Genetic Algorithm Approach to Multi-Agent Mission Planning Problems

Author

Miloradović, Branko, Çürüklü, Baran, Ekström, Mikael, Papadopoulos, Alessandro V., Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Parlier, Greg H., editor, Liberatore, Federico, editor, and Demange, Marc, editor

Published
2020
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24. Identification of Key miRNAs in Regulation of PPI Networks

Author

Fiannaca, Antonino, La Paglia, Laura, La Rosa, Massimo, Lo Bosco, Giosué, Rizzo, Riccardo, Urso, Alfonso, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Raposo, Maria, editor, Ribeiro, Paulo, editor, Sério, Susana, editor, Staiano, Antonino, editor, and Ciaramella, Angelo, editor

Published
2020
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25. Genetic Algorithm to Plan Routes. Case: Waste Collectors - Huanuco, Peru. 2020

Author

Reyna-González, Julissa Elizabeth, Gómez Fuertes, Alberto, Reyes Pérez, Moisés David, Carrión-Barco, Gilberto, Piscoya Vargas, César Augusto, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Stephanidis, Constantine, editor, Kurosu, Masaaki, editor, Chen, Jessie Y. C., editor, Fragomeni, Gino, editor, Streitz, Norbert, editor, Konomi, Shin'ichi, editor, Degen, Helmut, editor, and Ntoa, Stavroula, editor

Published
2021
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27. COLLABORATIVE PRODUCTION SCHEDULING WITH MULTI-ENTERPRISE IDLE CAPACITY SHARING.

Author

Liao, Y. G., Zhang, H., Ren, N., and Wang, T. Y.

Subjects
*DIGITAL twins, *ELECTRONIC paper, *MANUFACTURING processes, *DIGITAL computer simulation, *GENETIC algorithms
Abstract

This paper proposes a digital twin enhanced approach for optimizing collaborative production scheduling in multi-enterprise manufacturing systems. A multi-objective model is developed incorporating practical constraints such as limited time windows, different production capacities, and transportation considerations. To solve the model, an Improved Non-dominated Sorting Genetic Algorithm (INSGA-II) is designed with specialized operators and strategies. The digital twin simulation is enriched with Multi-objective Decision Making based on Interaction Structures (MDIS) to obtain higher-quality solutions. Experiments demonstrate that the MDIS digital twin approach reduces manufacturing lead times and costs while improving utilization and quality compared to standard methods. This research provides an effective optimization framework to leverage cloud manufacturing resources across organizations. [ABSTRACT FROM AUTHOR]

Published
2024
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28. Accurate Estimation of Motion Blur Kernel Based on Genetic Algorithms

Author

Zhou, Ziwei, Huang, Pu, Wen, Gaojin, Shang, Zhiming, Zhong, Can, Lin, Zhaorong, Zhang, Jiyou, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Wang, Yongtian, editor, Li, Xueming, editor, and Peng, Yuxin, editor

Published
2020
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29. Genetic Action Sequence for Integration of Agent Actions

Author

Kim, Man-Je, Kim, Jun Suk, Lee, Donghyeon, Ahn, Chang Wook, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Pan, Linqiang, editor, Liang, Jing, editor, and Qu, Boyang, editor

Published
2020
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30. Evolving a Weighted Combination of Text Similarities for Authorship Attribution

Author

Keyrouz, Youssef, Fonlupt, Cyril, Mezher, Dany, Robilliard, Denis, Faddoul, Rafic, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Idoumghar, Lhassane, editor, Legrand, Pierrick, editor, Liefooghe, Arnaud, editor, Lutton, Evelyne, editor, Monmarché, Nicolas, editor, and Schoenauer, Marc, editor

Published
2020
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31. Epidemic Spreading Curing Strategy Over Directed Networks

Author

Pizzuti, Clara, Socievole, Annalisa, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Sergeyev, Yaroslav D., editor, and Kvasov, Dmitri E., editor

Published
2020
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33. Gradient Bias to Solve the Generalization Limit of Genetic Algorithms Through Hybridization with Reinforcement Learning

Author

Espositi, Federico, Bonarini, Andrea, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Nicosia, Giuseppe, editor, Ojha, Varun, editor, La Malfa, Emanuele, editor, Jansen, Giorgio, editor, Sciacca, Vincenzo, editor, Pardalos, Panos, editor, Giuffrida, Giovanni, editor, and Umeton, Renato, editor

Published
2020
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34. Genetic Algorithm Applied to Real-Time Short-Term Wave Prediction for Wave Generator System in the Canary Islands

Author

Hernández, C., Méndez, M., Aguasca-Colomo, R., Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Moreno-Díaz, Roberto, editor, Pichler, Franz, editor, and Quesada-Arencibia, Alexis, editor

Published
2020
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35. Optimizing Query Perturbations to Enhance Shape Retrieval

Author

Mokhtari, Bilal, Melkemi, Kamal Eddine, Michelucci, Dominique, Foufou, Sebti, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Slamanig, Daniel, editor, Tsigaridas, Elias, editor, and Zafeirakopoulos, Zafeirakis, editor

Published
2020
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36. Automated Multi-objective Refactoring Based on Quality and Code Element Recentness

Author

Mohan, Michael, Greer, Des, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Yuan, Junsong, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Damiani, Ernesto, editor, Spanoudakis, George, editor, and Maciaszek, Leszek A., editor

Published
2019
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37. A Survey on Metaheuristic Approaches and Its Evaluation for Load Balancing in Cloud Computing

Author

Garg, Deepak, Kumar, Pardeep, Barbosa, Simone Diniz Junqueira, Series Editor, Filipe, Joaquim, Series Editor, Kotenko, Igor, Series Editor, Sivalingam, Krishna M., Series Editor, Washio, Takashi, Series Editor, Yuan, Junsong, Series Editor, Zhou, Lizhu, Series Editor, Ghosh, Ashish, Series Editor, Luhach, Ashish Kumar, editor, Singh, Dharm, editor, Hsiung, Pao-Ann, editor, Hawari, Kamarul Bin Ghazali, editor, Lingras, Pawan, editor, and Singh, Pradeep Kumar, editor

Published
2019
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38. Optimal Curing Strategy Enhancement of Epidemic Processes with Self-adaptive SBX Crossover

Author

Pizzuti, Clara, Socievole, Annalisa, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Yuan, Junsong, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Cagnoni, Stefano, editor, Mordonini, Monica, editor, Pecori, Riccardo, editor, Roli, Andrea, editor, and Villani, Marco, editor

Published
2019
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40. GA-Based Mapping and Scheduling of HSDF Graphs on Multiprocessor Platforms

Author

Wu, Hao, Zheng, Nenggan, Li, Hong, Gu, Zonghua, Hutchison, David, Editorial Board Member, Kanade, Takeo, Editorial Board Member, Kittler, Josef, Editorial Board Member, Kleinberg, Jon M., Editorial Board Member, Mattern, Friedemann, Editorial Board Member, Mitchell, John C., Editorial Board Member, Naor, Moni, Editorial Board Member, Pandu Rangan, C., Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Terzopoulos, Demetri, Editorial Board Member, Tygar, Doug, Editorial Board Member, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, and Li, Shijian, editor

Published
2019
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41. Evolving Critical Boolean Networks

Author

Magrì, Salvatore, Villani, Marco, Roli, Andrea, Serra, Roberto, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Yuan, Junsong, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Cagnoni, Stefano, editor, Mordonini, Monica, editor, Pecori, Riccardo, editor, Roli, Andrea, editor, and Villani, Marco, editor

Published
2019
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42. An Evolutionary Intelligent Approach for the LTI Systems Identification in Continuous Time

Author

Morales, Luis, Camacho, Oscar, Chávez, Danilo, Aguilar, José, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Washio, Takashi, Editorial Board Member, Yuan, Junsong, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Botto-Tobar, Miguel, editor, Pizarro, Guillermo, editor, Zúñiga-Prieto, Miguel, editor, D’Armas, Mayra, editor, and Zúñiga Sánchez, Miguel, editor

Published
2019
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43. Application of Genetic Algorithms in Software Engineering: A Systematic Literature Review

Author

Ordoñez-Ordoñez, Pablo F., Quizhpe, Milton, Cumbicus-Pineda, Oscar M., Herrera Salazar, Valeria, Figueroa-Diaz, Roberth, Barbosa, Simone Diniz Junqueira, Editorial Board Member, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Kotenko, Igor, Editorial Board Member, Washio, Takashi, Editorial Board Member, Yuan, Junsong, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Botto-Tobar, Miguel, editor, Pizarro, Guillermo, editor, Zúñiga-Prieto, Miguel, editor, D’Armas, Mayra, editor, and Zúñiga Sánchez, Miguel, editor

Published
2019
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44. Production and Maintenance Scheduling Supported by Genetic Algorithms

Author

Alemão, Duarte, Parreira-Rocha, Mafalda, Barata, José, Rannenberg, Kai, Editor-in-Chief, Sakarovitch, Jacques, Series Editor, Goedicke, Michael, Series Editor, Tatnall, Arthur, Series Editor, Neuhold, Erich J., Series Editor, Pras, Aiko, Series Editor, Tröltzsch, Fredi, Series Editor, Pries-Heje, Jan, Series Editor, Whitehouse, Diane, Series Editor, Reis, Ricardo, Series Editor, Furnell, Steven, Series Editor, Furbach, Ulrich, Series Editor, Winckler, Marco, Series Editor, Rauterberg, Matthias, Series Editor, and Ratchev, Svetan, editor

Published
2019
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45. Evolutionary Construction of Convolutional Neural Networks

Author

van Knippenberg, Marijn, Menkovski, Vlado, Consoli, Sergio, 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, Nicosia, Giuseppe, editor, Pardalos, Panos, editor, Giuffrida, Giovanni, editor, Umeton, Renato, editor, and Sciacca, Vincenzo, editor

Published
2019
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46. Optimization of String Rewriting Operations for 3D Fractal Generation with Genetic Algorithms

Author

Balabanov, Todor, Sevova, Janeta, Kolev, Kolyu, 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, Nikolov, Geno, editor, Kolkovska, Natalia, editor, and Georgiev, Krassimir, editor

Published
2019
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47. Probability Estimation by an Adapted Genetic Algorithm in Web Insurance

Author

Bedenel, Anne-Lise, Jourdan, Laetitia, Biernacki, Christophe, 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, Battiti, Roberto, editor, Brunato, Mauro, editor, Kotsireas, Ilias, editor, and Pardalos, Panos M., editor

Published
2019
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48. Modelling and Simulation of Intelligent English Paper Generating Based on SSA-GA.

Author

Han, Limin, Gao, Hong, and Zhai, Rongjie

Subjects
GENETIC algorithms, SEARCH algorithms, MATHEMATICAL models, SIMULATION methods & models
Abstract

To enhance the quality and efficiency of computer-enabled generation of papers for Test for English Majors Band 8 (TEM-8), a paper generation model supported by sparrow search algorithm-genetic algorithm was studied. First, a simplified test paper generation mathematical model was set up after analyzing and studying types and characteristics of TEM-8 tasks. In the model, quantity, type, difficulty, discrimination degree, scores, exposure, and answering time of test questions were taken into consideration. To enhance the optimizing effect of the genetic algorithm for searching test questions, the traditional genetic algorithm was improved by introducing the sparrow search algorithm into the model to achieve a better crossover rate, variance rate, optimization precision, and speed of the genetic algorithm. A new sparrow search-genetic algorithm (SSA-GA) was designed, and the optimizing effect of SSA-GA was verified to be ideal through optimizing six standard test functions. Then, SSA-GA was applied to conduct experimentation with test paper generation, and comparison with traditional genetic algorithms was also made. The values of best and average fitness of SSA-GA were better than those of the traditional genetic algorithm (GA) in the paper generation. Exposure rate and success rate in TEM-8 paper generation of SSA-GA were higher than those of traditional GA in TEM-8 paper generation. Results showed that the studied SSA-GA could implement test paper generation with higher speed and better quality. [ABSTRACT FROM AUTHOR]

Published
2023
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50. Integrating process optimization with energy-efficiency scheduling to save energy for paper mills.

Author

Zeng, Zhiqiang, Hong, Mengna, Li, Jigeng, Man, Yi, Liu, Huanbin, Li, Zeeman, and Zhang, Huanhuan

Subjects
*ENERGY consumption, *PAPER mills, *DRYING, *ENERGY conservation, *GENETIC algorithms
Abstract

With the surging energy price and environmental concerns, measures to improve energy efficiency have attracted increasing concerns of the manufacture sector, especially energy-intensive manufacturing industries such as tissue paper mills. Energy-efficiency scheduling, as a novel energy-efficient method, has attracted the attention of an increasing number of researchers in recent years. Drying process is the most energy-intensive production process in tissue paper mills, which has a great energy-saving potential. This paper aims to reduce the energy costs for the tissue paper mill, consisting of processing energy cost and set-up energy cost, through integrating drying process optimization with energy-efficient scheduling. First, the energy cost model and the scheduling model were built. Then, the energy cost of the drying process of every job in a given scheduling problem was optimized using particle swarm optimization (PSO). Afterwards, the energy cost was further optimized using energy-efficiency scheduling. In addition, a hybrid non-dominated sorting genetic algorithm II (NSGA-II) was utilized to solve the energy-efficiency scheduling problem. Finally, several real scheduling problems from a real tissue paper mill were addressed using the proposed approach to demonstrate its effectiveness in energy saving. The experiment result showed that there is a great energy-saving potential in the drying process, accounting for up to 12.53% of the total energy consumption. Moreover, the maximum energy saving ratio of the proposed approach could reach 9.03%. On the whole, the proposed approach can provide a new energy-saving method for tissue paper mills or other manufacturing industries. [ABSTRACT FROM AUTHOR]

Published
2018
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