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Learning and Intelligent Optimization : 19th International Conference, LION 19, Prague, Czech Republic, June 15-19, 2025, Proceedings, Part II
Learning and Intelligent Optimization : 19th International Conference, LION 19, Prague, Czech Republic, June 15-19, 2025, Proceedings, Part II
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ISBN No.: 9783032091918
Pages: 302
Year: 202601
Format: Trade Paper
Price: $ 104.99
Dispatch delay: Dispatched between 7 to 15 days
Status: Available

- Autoregressive RL Approach for Mixed-Integer Linear Programs.- Algorithm Configuration in the Unified Planning Framework.- Learning to Repair Infeasible$^*$ Problems with Deep Reinforcement Learning on Graphs.- Optimal Matched Block Design For Multi-Arm Experiments.- CHORUS: Zero-shot Hierarchical Retrieval and Orchestration for Generating Linear Programming Code.- Taxi re-positioning considering driver compliance.- A Shared Memory Optimal Parallel Redistribution Algorithm for SMC Samplers with Variable Size Samples.- A Hybrid Quantum-Inspired and Deep Learning Approach for the Capacitated Vehicle Routing Problem with Time Windows.


- Multi-Action Sampling with Deep Reinforcement Learning for Traveling Salesman Problem.- Adaptive Bias Generalized Rollout Policy Adaptation on the Flexible Job-Shop Scheduling Problem.- Codetector: A Framework for Zero-shot Detection of AI-Generated Code.- Pushing the Limits of the Reactive Affine Shaker Algorithm to Higher Dimensions.- Convex quadratic programming-based predictors: An algorithmic framework and a study of possibilities and computational challenges.- Studies on a Bayesian Optimization Based Approach to Tune Hyperparameters of Matheuristics.- Local iterative algorithms for approximate symmetry guided by network centralities.- Addressing Over-fitting in Passive Constraint Acquisition through Active Learning.


- Learning to solve the Skill Vehicle Routing Problem with Deep Reinforcement Learning.- CGD: Modifying the Loss Landscape by Gradient Regularization.- Data Sampling-driven Adaptive Modification of Bus Routes Under Time-Varying Road Conditions.


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