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ORCID6th OLA 2023: Malaga, Spain
- Bernabé Dorronsoro
, Francisco Chicano, Grégoire Danoy, El-Ghazali Talbi:
Optimization and Learning - 6th International Conference, OLA 2023, Malaga, Spain, May 3-5, 2023, Proceedings. Communications in Computer and Information Science 1824, Springer 2023, ISBN 978-3-031-34019-2
Advanced Optimization
- Thomas Firmin, El-Ghazali Talbi:
A Comparative Study of Fractal-Based Decomposition Optimization. 3-20 - Giorgia Franchini, Federica Porta, Valeria Ruggiero, Ilaria Trombini, Luca Zanni:
Diagonal Barzilai-Borwein Rules in Stochastic Gradient-Like Methods. 21-35 - Mustafa Misir, Xinye Cai:
Algorithm Selection for Large-Scale Multi-objective Optimization. 36-47 - Jesús Para, Javier Del Ser, Antonio J. Nebro:
Solving a Multi-objective Job Shop Scheduling Problem with an Automatically Configured Evolutionary Algorithm. 48-61 - Mehdi Sadeghilalimi, Malek Mouhoub, Aymen Ben Said:
Solving the Nurse Scheduling Problem Using the Whale Optimization Algorithm. 62-73 - Rui Zhong, Enzhi Zhang, Masaharu Munetomo:
A Hierarchical Cooperative Coevolutionary Approach to Solve Very Large-Scale Traveling Salesman Problem. 74-84 - Nassime Aslimani, El-Ghazali Talbi, Rachid Ellaia:
Tornado: An Autonomous Chaotic Algorithm for High Dimensional Global Optimization Problems. 85-113
Learning
- Arthur Carvalho Walraven da Cunha, Emanuele Natale, Laurent Viennot:
Neural Network Information Leakage Through Hidden Learning. 117-128 - Rubén Escobedo, Jónathan Heras:
Mixing Data Augmentation Methods for Semantic Segmentation. 129-136 - Alban Odot, Guillaume Mestdagh, Yannick Privat, Stéphane Cotin:
Real-Time Elastic Partial Shape Matching Using a Neural Network-Based Adjoint Method. 137-147 - Kalifou René Traoré, Andrés Camero, Xiao Xiang Zhu:
We Won't Get Fooled Again: When Performance Metric Malfunction Affects the Landscape of Hyperparameter Optimization Problems. 148-160 - Peng Bi, Yi-Ping Fang, Matthieu Roux, Anne Barros:
Condition-Based Maintenance Optimization Under Large Action Space with Deep Reinforcement Learning Method. 161-172
Learning Methods to Enhance Optimization Tools
- Brooks Emerick, Myung Soon Song, Yun Lu, Francis J. Vasko:
An Application of Machine Learning Tools to Predict the Number of Solutions for a Minimum Cardinality Set Covering Problem. 175-185 - Matthieu Fagot, Laure Brisoux Devendeville, Corinne Lucet:
Adaptative Local Search for a Pickup and Delivery Problem Applied to Large Parcel Distribution. 186-199 - Syu-Ning Johnn, Victor-Alexandru Darvariu, Julia Handl, Jörg Kalcsics:
GRAPH Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. 200-212 - Alejandro Morales Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas-Gonzalez, Jeroen Jordens, Maarten Witters, Bart Van Doninck:
Multi-objective Optimization of Adhesive Bonding Process in Constrained and Noisy Settings. 213-223 - Daniel H. Stolfi, Grégoire Danoy:
Evaluating Surrogate Models for Robot Swarm Simulations. 224-235 - Johannes Varga, Günther R. Raidl, Elina Rönnberg, Tobias Rodemann:
Interactive Job Scheduling with Partially Known Personnel Availabilities. 236-247 - Pablo Ábrego-Calderón, Broderick Crawford, Ricardo Soto, Eduardo Rodriguez-Tello, Felipe Cisternas-Caneo, Éric Monfroy, Giovanni Giachetti:
Multi-armed Bandit-Based Metaheuristic Operator Selection: The Pendulum Algorithm Binarization Case. 248-259
Optimization Applied to Learning Methods
- Ahmed Al-Saedi, Abdul-Rahman Mawlood-Yunis:
Binary Black Widow with Hill Climbing Algorithm for Feature Selection. 263-276 - Benoit Albert, Violaine Antoine, Jonas Koko:
Optimization of Fuzzy C-Means with Alternating Direction Method of Multipliers. 277-286 - Nicolas Dupin, Frank Nielsen:
Partial K-Means with M Outliers: Mathematical Programs and Complexity Results. 287-303 - Rym Nassih, Abdelaziz Berrado:
An Optimization Approach for Optimizing PRIM's Randomly Generated Rules Using the Genetic Algorithm. 304-312
Real-World Applications
- Claudia Cavallaro, Vincenzo Cutello, Mario Pavone, Francesco Zito:
A Fast Methodology to Find Decisively Strong Association Rules (DSR) by Mining Datasets of Security Records. 315-326 - Javier Jareño, Juan Carlos de la Torre, Bernabé Dorronsoro:
Characterization and Categorization of Software Programs on X86 Architectures. 327-340 - Abdullahi Mohammed Jingi, Xinan Yang:
Robot-Assisted Delivery Problems and Their Exact Solutions. 341-353 - Abdel-Rahmen Korichi, Hamamache Kheddouci, Taha Tehseen:
Modeling and Analysis of Organizational Network Analysis Graphs Based on Employee Data. 354-367 - José Ángel Morell Martínez, Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque, Enrique Alba:
Time Series Forecasting for Parking Occupancy: Case Study of Malaga and Birmingham Cities. 368-379 - Diego Daniel Pedroza-Perez, Jamal Toutouh, Gabriel Luque:
E-scooters Routes Potential: Open Data Analysis in Current Infrastructure. Malaga Case. 380-392 - Mirari San Martín, Jónathan Heras, Gadea Mata:
Automatic Generation of Subtitles for Videos of the Government of La Rioja. 393-402 - Fernanda Suazo-Morales, Óscar C. Vásquez:
Estimation of the Distribution of Body Mass Index (BMI) with Sparse and Low-Quality Data. The Case of the Chilean Adult Population. 403-413 - Amira Ben Hadid, Hamamache Kheddouci, Seddik Hadjadj:
A New Automated Customer Prioritization Method. 414-425
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