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16th LION 2022: Milos Island, Greece
- Dimitris E. Simos
, Varvara Rasskazova
Learning and Intelligent Optimization - 16th International Conference, LION 2022, Milos Island, Greece, June 5-10, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13621, Springer 2022, ISBN 978-3-031-24865-8
Invited Papers
- Christos H. Papadimitriou, Denis Turcu
Optimal Scheduling of the Leaves of a Tree and the SVO Frequencies of Languages. 3-14 - Bernhard Garn, Klaus Kieseberg, Berina Celic, Dimitris E. Simos:
From Design of Experiments to Combinatorics of Disasters: A Conceptual Framework for Disaster Exercises. 15-26 - Saeed Ketabchi
Separating Two Polyhedra Utilizing Alternative Theorems and Penalty Function. 27-39
Contributed Papers
- Yulan Bai
A Composite Index Method for Optimization Benchmarking. 43-57 - Yahia Amoura
Optimal Energy Management of Microgrid Using Multi-objective Optimisation Approach. 58-76 - Suyun Liu
A Stochastic Alternating Balance k-Means Algorithm for Fair Clustering. 77-92 - Ahmed Al-Saedi, Abdul-Rahman Mawlood-Yunis:
Binary Black Widow Optimization Algorithm for Feature Selection Problems. 93-107 - Fynn Schmitt-Ulms, André Hottung, Meinolf Sellmann, Kevin Tierney:
Learning to Solve a Stochastic Orienteering Problem with Time Windows. 108-122 - Konstantin Barkalov
ML-Based Approach for Accelerating Global Search Algorithm for Solving Multicriteria Problems. 123-129 - Ermanno Righini, Giovanni Righini
The Skewed Kruskal Algorithm. 130-135 - Hossein Moosaei
Bounds for Sparse Solutions of K-SVCR Multi-class Classification Model. 136-144 - Damir N. Gainanov, Dmitriy A. Berenov, Egor A. Nikolaev, Varvara Rasskazova:
Integer Linear Programming in Solving an Optimization Problem at the Mixing Department of the Metallurgical Production. 145-161 - Dimitri Weiß, Kevin Tierney:
Realtime Gray-Box Algorithm Configuration. 162-177 - Adriano dos Santos Silva
Dynamic Urban Solid Waste Management System for Smart Cities. 178-190 - Efthyvoulos Drousiotis
Single MCMC Chain Parallelisation on Decision Trees. 191-204 - Mohadese Basirati
An Extension of NSGA-II for Scaling up Multi-objective Spatial Zoning Optimization. 205-219 - Alexander Y. Krylatov
Competitive Supply Allocation in a Distribution Network Under Overproduction. 220-231 - Antonio Candelieri
Safe-Exploration of Control Policies from Safe-Experience via Gaussian Processes. 232-247 - Antonio Candelieri, Andrea Ponti, Francesco Archetti:
Bayesian Optimization in Wasserstein Spaces. 248-262 - Andrea Ponti, Antonio Irpino
Network Vulnerability Analysis in Wasserstein Spaces. 263-277 - Carlos Eduardo de Lima Joaquim
BERT Self-Learning Approach with Limited Labels for Document Classification. 278-291 - Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli, Theodore B. Trafalis:
Autonomous Learning Rate Optimization for Deep Learning. 292-305 - Xiaomeng Dong, Michael Potter, Gaurav Kumar, Yun-Chan Tsai, V. Ratna Saripalli, Theodore B. Trafalis:
Optimizing Data Augmentation Policy Through Random Unidimensional Search. 306-318 - Beatriz Flamia Azevedo
Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches. 319-333 - Eliza Gaile, Andis Draguns, Emils Ozolins, Karlis Freivalds:
Unsupervised Training for Neural TSP Solver. 334-346 - Gustavo Delazeri
Comparing Surrogate Models for Tuning Optimization Algorithms. 347-360 - Dan Halbersberg, Matan Halevi, Moshe Salhov:
Search and Score-Based Waterfall Auction Optimization. 361-378 - Panos K. Syriopoulos, Sotiris B. Kotsiantis
Survey on KNN Methods in Data Science. 379-393 - Adil I. Erzin
Constrained Shortest Path and Hierarchical Structures. 394-410 - Sandeep Kamal Jalui
Investigation of Graph Neural Networks for Instance Segmentation of Industrial Point Cloud Data. 411-428 - Abtin Nourmohammadzadeh
Fitness Landscape Ruggedness Impact on PSO in Dealing with Three Variants of the Travelling Salesman Problem. 429-444 - Giorgia Maria Cappello, Gabriella Colajanni, Patrizia Daniele, Laura Galluccio, Christian Grasso, Giovanni Schembra, Laura Rosa Maria Scrimali:
A Multi-UAVs' Provider Model for the Provision of 5G Service Chains: A Game Theoretic Approach. 445-459 - Elias Dritsas, Sotiris Alexiou, Konstantinos Moustakas:
Metabolic Syndrome Risk Forecasting on Elderly with ML Techniques. 460-466 - Evangelia Agapaki
Airport Digital Twins for Resilient Disaster Management Response. 467-486 - Evangelos Kranakis
Strategies for Surviving Aggressive Multiparty Repeated Standoffs (Extended Abstract). 487-504 - Themistoklis Stamadianos, Magdalene Marinaki, Nikolaos F. Matsatsinis, Yannis Marinakis:
A Hybridization of GRASP and UTASTAR for Solving the Vehicle Routing Problem with Pickups and Deliveries and 3D Loading Constraints. 505-520 - Mourad Baïou, Francisco Barahona:
Packing Hypertrees and the k-cut Problem in Hypergraphs. 521-534 - Panos K. Syriopoulos, Nektarios G. Kalampalikis, Michael N. Vrahatis
Maximizing the Eigenvalue-Gap and Promoting Sparsity of Doubly Stochastic Matrices with PSO. 535-548 - Roman V. Belavkin
Value of Information in the Mean-Square Case and Its Application to the Analysis of Financial Time-Series Forecast. 549-563
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