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ORCID3rd OLA 2020: Cádiz, Spain
- Bernabé Dorronsoro
, Patricia Ruiz, Juan Carlos de la Torre, Daniel Urda, El-Ghazali Talbi:
Optimization and Learning - Third International Conference, OLA 2020, Cádiz, Spain, February 17-19, 2020, Proceedings. Communications in Computer and Information Science 1173, Springer 2020, ISBN 978-3-030-41912-7
Optimization and Learning
- Yailen Martínez-Jiménez, Jessica Coto Palacio, Ann Nowé:
Multi-Agent Reinforcement Learning Tool for Job Shop Scheduling Problems. 3-12 - Frédéric Pinel, Jianxiong Yin, Christian Hundt, Emmanuel Kieffer, Sébastien Varrette, Pascal Bouvry, Simon See:
Evolving a Deep Neural Network Training Time Estimator. 13-24 - Unai Garciarena, Alexander Mendiburu, Roberto Santana:
Automatic Structural Search for Multi-task Learning VALPs. 25-36 - Daniel H. Stolfi, Matthias R. Brust, Grégoire Danoy, Pascal Bouvry:
Optimizing the Performance of an Unpredictable UAV Swarm for Intruder Detection. 37-48 - Dinko D. Franceschi, Jun Hyek Jang:
Demystifying Batch Normalization: Analysis of Normalizing Layer Inputs in Neural Networks. 49-57 - Damián Nimo, Bernabé Dorronsoro, Ignacio J. Turias, Daniel Urda:
Learning Variables Structure Using Evolutionary Algorithms to Improve Predictive Performance. 58-68 - Juan Jesús Ruiz-Aguilar, Daniel Urda, José Antonio Moscoso López, Javier González-Enrique, Ignacio J. Turias:
Container Demand Forecasting at Border Posts of Ports: A Hybrid SARIMA-SOM-SVR Approach. 69-81
Transportation
- Patricia Ruiz, Aarón Arias, Renzo Massobrio, Juan Carlos de la Torre, Marcin Seredynski, Bernabé Dorronsoro:
Intelligent Electric Drive Management for Plug-in Hybrid Buses. 85-97 - Amir Salehipour:
A Heuristic Algorithm for the Set k-Cover Problem. 98-112
Learning
- Jamal Toutouh, Irene Lebrusán, Sergio Nesmachnow:
Computational Intelligence for Evaluating the Air Quality in the Center of Madrid, Spain. 115-127 - Christian Cintrano, Javier Ferrer, Enrique Alba:
Intelligent System for the Reduction of Injuries in Archery. 128-137 - Bernhard G. Humm, Marco Hutter:
Learning Patterns for Complex Event Detection in Robot Sensor Data. 138-149
Optimization
- Juan Antonio Gómez Pulido, Enrique Cortés-Toro, Arturo Durán-Domínguez, José Manuel Lanza-Gutiérrez, Broderick Crawford, Ricardo Soto:
Comparison Between Stochastic Gradient Descent and VLE Metaheuristic for Optimizing Matrix Factorization. 153-164 - Francisco Luna, Pablo H. Zapata-Cano, Ángel Palomares-Caballero, Juan F. Valenzuela-Valdés:
A Capacity-Enhanced Local Search for the 5G Cell Switch-off Problem. 165-178 - Nicolas Dupin, Frank Nielsen, El-Ghazali Talbi:
Clustering a 2d Pareto Front: P-center Problems Are Solvable in Polynomial Time. 179-191
Security and Games
- Ángel Ruiz-Zafra, Roberto Magán-Carrión:
A Distributed Digital Object Architecture to Support Secure IoT Ecosystems. 195-205 - Carlos López-Rodríguez, Antonio José Fernández Leiva, Raúl Lara-Cabrera, Antonio Miguel Mora, Pablo García-Sánchez:
Checking the Difficulty of Evolutionary-Generated Maps in a N-Body Inspired Mobile Game. 206-215 - Rubén Baena-Pérez, Iván Ruiz-Rube, Juan Manuel Dodero, Miguel Angel Bolivar:
A Framework to Create Conversational Agents for the Development of Video Games by End-Users. 216-226
Applications
- Wael Korani, Malek Mouhoub:
Breast Cancer Diagnostic Tool Using Deep Feedforward Neural Network and Mother Tree Optimization. 229-240 - Cong-Tan-Trinh Truong, Lionel Amodeo, Farouk Yalaoui:
A Mathematical Model for Three-Dimensional Open Dimension Packing Problem with Product Stability Constraints. 241-254 - Shuhei Nishiyama, Chonho Lee, Tomohiro Mashita:
Designing a Flexible Evaluation of Container Loading Using Physics Simulation. 255-268 - Nikolaos Antoniadis, Maxime Cordy, Angelo Sifaleras, Yves Le Traon:
Preventing Overloading Incidents on Smart Grids: A Multiobjective Combinatorial Optimization Approach. 269-281 - Juan Aguilar, Alicia Arce:
Analysis of Data Generated by an Automated Platform for Aggregation of Distributed Energy Resources. 282-294
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