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6th OLA 2023: Malaga, Spain
- Bernabé Dorronsoro
, Francisco Chicano
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
A Comparative Study of Fractal-Based Decomposition Optimization. 3-20 - Giorgia Franchini
Diagonal Barzilai-Borwein Rules in Stochastic Gradient-Like Methods. 21-35 - Mustafa Misir
Algorithm Selection for Large-Scale Multi-objective Optimization. 36-47 - Jesús Para
Solving a Multi-objective Job Shop Scheduling Problem with an Automatically Configured Evolutionary Algorithm. 48-61 - Mehdi Sadeghilalimi, Malek Mouhoub
Solving the Nurse Scheduling Problem Using the Whale Optimization Algorithm. 62-73 - Rui Zhong
A Hierarchical Cooperative Coevolutionary Approach to Solve Very Large-Scale Traveling Salesman Problem. 74-84 - Nassime Aslimani
Tornado: An Autonomous Chaotic Algorithm for High Dimensional Global Optimization Problems. 85-113
Learning
- Arthur Carvalho Walraven da Cunha
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
An Application of Machine Learning Tools to Predict the Number of Solutions for a Minimum Cardinality Set Covering Problem. 175-185 - Matthieu Fagot
Adaptative Local Search for a Pickup and Delivery Problem Applied to Large Parcel Distribution. 186-199 - Syu-Ning Johnn
GRAPH Reinforcement Learning for Operator Selection in the ALNS Metaheuristic. 200-212 - Alejandro Morales Hernández
Multi-objective Optimization of Adhesive Bonding Process in Constrained and Noisy Settings. 213-223 - Daniel H. Stolfi
Evaluating Surrogate Models for Robot Swarm Simulations. 224-235 - Johannes Varga
Interactive Job Scheduling with Partially Known Personnel Availabilities. 236-247 - Pablo Ábrego-Calderón
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
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
A Fast Methodology to Find Decisively Strong Association Rules (DSR) by Mining Datasets of Security Records. 315-326 - Javier Jareño
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
Modeling and Analysis of Organizational Network Analysis Graphs Based on Employee Data. 354-367 - José Ángel Morell Martínez, Zakaria Abdelmoiz Dahi
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
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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