LEADER 05015nam 22007215 450 001 9910983382103321 005 20251229071919.0 010 $a9783031779411 010 $a303177941X 024 7 $a10.1007/978-3-031-77941-1 035 $a(CKB)37391007500041 035 $a(MiAaPQ)EBC31892346 035 $a(Au-PeEL)EBL31892346 035 $a(OCoLC)1496393069 035 $a(BIP)120129087 035 $a(BIP)118517292 035 $a(DE-He213)978-3-031-77941-1 035 $a(EXLCZ)9937391007500041 100 $a20250126d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aOptimization and Learning $e7th International Conference, OLA 2024, Dubrovnik, Croatia, May 13?15, 2024, Revised Selected Papers /$fedited by Bernabé Dorronsoro, Martin Zagar, El-Ghazali Talbi 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (499 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2311 311 08$a9783031779404 311 08$a3031779401 327 $a -- Synergies Between Optimization and Machine Learning. -- How is the objective function of the Feature Selection problem formulated?. -- HOTS : A containers resource allocation hybrid method using machine. -- Optimisation-based classi?cation tree: A game theoretic approach to group fairness. -- JaxDecompiler: Rede?ning Gradient-Informed Software Design. -- Adapted Q-learning for the Blocking Job Shop Scheduling Problem. -- NeuroLGP-SM: A Surrogate-assisted Neuroevolution Approach using Linear Genetic Programming. -- Neural Architecture Tuning: A BO-Powered NAS Tool. -- Enhancing Optimization and Learning Techniques. -- A Multi-objective Clustering Algorithm Integrating Intra-clustering and Inter-clustering Measures. -- A Bayesian Optimization Approach to Algorithm Parameter Tuning in Constrained Multiobjective Optimization. -- Evidence on the Regularisation Properties of Maximum-Entropy Reinforcement Learning. -- A Benchmark for Missing Data Imputation Techniques: development perspectives and performance comparative. -- Approaching Single-Episode Survival Reinforcement Learning with Safety-Threshold Q-Learning. -- Feature Selection Based on Membrane Clustering. -- Transportation and Routing. -- Learning Insertion Patterns to Enhance Operational E?ciency in Large-Scale Dial-a-Ride Systems -- A Constraint Programming Approach for the Preference Tourist Trip Design Problem. -- Solving a shareable-setup time prize collection VRP applied to an electrical maintenance sector. -- Applications. -- Biologically-Inspired Algorithms for Adaptive Non-Player Character Behavior in Video-Games. -- Optimization of Hydro Generation and Load Forecasting Based On LSTN. -- Patient Visits Forecasting in the Post-Pandemic Era at Emergency Departments. -- Nature-Inspired Techniques for Combinatorial Reverse Auctions in Electricity Consumption. -- Robust Models for Learning Languages. -- Advancing Road Safety Metrics: Exploring Index construction. -- S3EA: A Self-Supervised Stacked Ensemble Framework for Robust Anomaly Detection to Reduce False Alarms. -- A Parallel Genetic Algorithm for Qubit Mapping on Noisy Intermediate-Scale Quantum Machines. 330 $aThis book constitutes the refereed proceedings of the 7th International Conference on Optimization and Learning, OLA 2024, held in Dubrovnik, Croatia, during May 13?15, 2024. The 24 full papers presented here were carefully reviewed and selected from 64 submissions. They were organized in the following topical sections: synergies between optimization and machine learning; enhancing optimization and learning techniques; transportation and routing; and applications. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2311 606 $aArtificial intelligence 606 $aComputer engineering 606 $aComputer networks 606 $aNumerical analysis 606 $aAlgorithms 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 606 $aNumerical Analysis 606 $aDesign and Analysis of Algorithms 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aNumerical analysis. 615 0$aAlgorithms. 615 14$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 615 24$aNumerical Analysis. 615 24$aDesign and Analysis of Algorithms. 676 $a006.3 700 $aDorronsoro$b Bernabe?$0845968 701 $aZagar$b Martin$01784349 701 $aTalbi$b El-Ghazali$01362825 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910983382103321 996 $aOptimization and Learning$94316004 997 $aUNINA