Optimization and learning : 6th International Conference, OLA 2023, Malaga, Spain, May 3-5, 2023, Proceedings / Bernabé Dorronsoro, Francisco Chicano, Gregoire Danoy, El-Ghazali Talbi, editors.

This book constitutes the refereed proceedings of the 6th International Conference on Optimization and Learning, OLA 2023, held in Malaga, Spain, during May 3-5, 2023. The 32 full papers included in this book were carefully reviewed and selected from 78 submissions. They were organized in topical se...

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Bibliographic Details
Corporate Author: OLA (Conference) Malaga, Spain)
Other Authors: Dorronsoro, Bernabé (Editor), Chicano, Francisco (Editor), Danoy, Grégoire, 1979- (Editor), Talbi, El-Ghazali, 1965- (Editor)
Format: eBook
Language:English
Published: Cham : Springer, 2023.
Series:Communications in computer and information science ; 1824.
Subjects:
Online Access:Click for online access

MARC

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245 1 0 |a Optimization and learning :  |b 6th International Conference, OLA 2023, Malaga, Spain, May 3-5, 2023, Proceedings /  |c Bernabé Dorronsoro, Francisco Chicano, Gregoire Danoy, El-Ghazali Talbi, editors. 
246 3 |a OLA 2023 
264 1 |a Cham :  |b Springer,  |c 2023. 
300 |a 1 online resource (xiv, 428 pages) :  |b illustrations (some color). 
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490 1 |a Communications in computer and information science,  |x 1865-0937 ;  |v 1824 
505 0 |a Advanced Optimization -- A comparative study of fractal-based decomposition optimization -- Diagonal Barzilai-Borwein rules in stochastic gradient-like methods -- Algorithm Selection for Large-Scale Multi-objective Optimization -- Solving a Multi-Objective Jop Shop Scheduling Problem With An Automatically Configured Evolutionary Algorithm -- Solving the Nurse Scheduling Problem using the Whale Optimization Algorithm -- A hierarchical Cooperative Coevolutionary approach to solve Very Large-scale Traveling Salesman Problem -- Tornado: An Autonomous Chaotic Algorithm For High Dimensional Global Optimization Problems -- Learning -- Neural Network Information Leakage through Hidden Learning -- Mixing Data Augmentation Methods for Semantic Segmentation -- Real-time elastic partial shape matching using a neural network-based adjoint method -- We won't get fooled again: when performance metric malfunction affects the landscape of hyperparameter optimization problems -- Condition-based maintenance optimization under large action space with deep reinforcement learning method -- Learning methods to enhance optimization tools -- An Application of Machine Learning Tools to Predict the Number of Solutions for a Minimum Cardinality Set Covering Problem -- Adaptative Local Search for a Pickup and Delivery Problem Applied to Large Parcel Distribution -- Graph Reinforcement Learning for Operator Selection in the ALNS Metaheuristic -- Multi-objective optimization of adhesive bonding process in constrained and noisy settings -- Evaluating Surrogate Models for Robot Swarm Simulations -- Interactive Job Scheduling with Partially Known Personnel Availabilities -- Multi-Armed Bandit-based Metaheuristic Operator Selection: The Pendulum Algorithm binarization case -- Optimization applied to learning methods -- Binary Black Widow with Hill Climbing Algorithm for Feature Selection -- Optimization of Fuzzy C-Means with Alternating Direction Method of Multipliers -- Partial K-means with M outliers: Mathematical programs and complexity results -- An optimization approach for optimizing PRIM's randomly generated rules using the Genetic Algorithm -- Real-world Applications -- A fast methodology to find Decisively Strong Association Rules (DSR) -- Characterization and categorization of software programs on x86 architectures -- Robot-Assisted Delivery problems and Their Exact Solutions -- Modeling and analysis of organizational network analysis graphs based on employee data -- Time Series Forecasting for Parking Occupancy: Case Study of Malaga and Birmingham Cities -- E-scooters Routes Potential: Open Data Analysis in Current Infrastructure. Malaga Case -- Automatic Generation of Subtitles for Videos of the Government of La Rioja -- Estimation of the distribution of Body Mass Index (BMI) with sparse and low-quality data. The case of the Chilean adult population -- A New Automated Customer Prioritization Method. 
520 |a This book constitutes the refereed proceedings of the 6th International Conference on Optimization and Learning, OLA 2023, held in Malaga, Spain, during May 3-5, 2023. The 32 full papers included in this book were carefully reviewed and selected from 78 submissions. They were organized in topical sections as follows: advanced optimization; learning; learning methods to enhance optimization tools; optimization applied to learning methods; and real-world applications. 
500 |a Includes author index. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed May 31, 2023). 
650 0 |a Computational intelligence  |v Congresses. 
650 0 |a Mathematical optimization  |v Congresses. 
650 0 |a Artificial intelligence  |v Congresses. 
650 7 |a Artificial intelligence  |2 fast 
650 7 |a Computational intelligence  |2 fast 
650 7 |a Mathematical optimization  |2 fast 
655 0 |a Electronic books. 
655 7 |a proceedings (reports)  |2 aat 
655 7 |a Conference papers and proceedings  |2 fast 
655 7 |a Conference papers and proceedings.  |2 lcgft 
655 7 |a Actes de congrès.  |2 rvmgf 
700 1 |a Dorronsoro, Bernabé,  |e editor.  |1 https://orcid.org/0000-0003-0481-790X 
700 1 |a Chicano, Francisco,  |e editor.  |1 https://orcid.org/0000-0003-1259-2990 
700 1 |a Danoy, Grégoire,  |d 1979-  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PCjKGgwRvJ87KtpRyk3cxwy  |1 https://orcid.org/0000-0001-9419-4210 
700 1 |a Talbi, El-Ghazali,  |d 1965-  |e editor.  |1 https://id.oclc.org/worldcat/entity/E39PCjxPxHXw9RyP9hr9VXVYdP  |1 https://orcid.org/0000-0003-4549-1010 
776 0 8 |c Original  |z 3031340191  |z 9783031340192  |w (OCoLC)1377661282 
830 0 |a Communications in computer and information science ;  |v 1824.  |x 1865-0937 
856 4 0 |u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-3-031-34020-8  |y Click for online access 
903 |a SPRING-ALL2023 
994 |a 92  |b HCD