| Record Type: |
Electronic resources
: Monograph/item
|
| Title/Author: |
Learning and intelligent optimization/ edited by Paola Festa ... [et al.]. |
| Reminder of title: |
18th International Conference, LION 18, Ischia Island, Italy, June 9-13, 2024 : revised selected papers / |
| remainder title: |
LION 18 |
| other author: |
Festa, Paola. |
| corporate name: |
LION (Conference) |
| Published: |
Cham :Springer Nature Switzerland : : 2025., |
| Description: |
xiv, 478 p. :ill., digital ;24 cm. |
| [NT 15003449]: |
Randomized Greedy Sampling for JSSP -- Binarized Monte Carlo Search for Selection Problems -- Effective Kinodynamic Planning and Exploration through Quality Diversity and Trajectory Optimization -- Decoupled Design of Experiments for Expensive Multi objective Problems -- C2VRPTW Assigning capacity to vehicles and nodes in a Vehicle Routing Problem for real-world delivery application -- A constrained JKO scheme for effective and efficient Wasserstein Gradient Flows -- MLE free Gaussian Process based Bayesian Optimization -- Efficient vertex linear orderings to find minimal Feedback Arc Sets (minFAS) -- A Real Time Adaptive Tabu Search for Handling Zoom In/Out in Map Labeling Problem -- An SMC Sampler for Decision Trees with Enhanced Initial Proposal for Stochastic Metaheuristic Optimization -- Multi Assignment Schedule A New Behavioral Cloning Method for the Job Shop Scheduling Problem -- An imitation based learning approach using DAgger for the Casual Employee Call Timing Problem -- Conditional Importance Resampling for an Enhanced Sequential Monte Carlo Sampler -- Applying Instance Space Analysis to Optimize the Construction of Matheuristics -- WANCE Learnt Clause Evaluation Method for SAT Solver Using Graph Structure -- Multi output regression for travel demand estimation in an urban road network -- Approximate dynamic programming for inland empty container inventory management -- Algorithm Switching for Multiobjective Predictions in Renewable Energy Markets -- ClassBO Bayesian Optimization for Heterogeneous Functions -- How evolutionary algorithms consume energy depending on the language and its level -- CLS Luigi Analytics Pipeline Synthesis -- A R2 based Multi objective Reinforcement Learning Algorithm -- Robust Airline Fleet and Crew Scheduling: A Matheuristic Approach -- Measuring Social Mood on Economy During Covid Times A BiLSTM Neural Network Approach -- Deep Learning for the Classification of Ports in Maritime Transport Statistics via AIS Data -- Multi objective Stochastic Optimization with AI Predictions on Management of Battery Energy Storage Systems -- Efficient Line Search Method Based on Regression and Uncertainty Quantification -- Parallelizing High Dimensional Surrogate Based Discrete Multi Objective Optimization with Constrain -- A Bayesian approach for prompt optimization in LLMs -- Synergies of Deep and Classical Exploratory Landscape Features for Automated Algorithm Selection -- Sustainable Development Index using MILP to assign relative weight to different UNSDG parameters -- An Evaluation of Domain agnostic Representations to Enable Multi task Learning in Combinatorial Optimisation -- Heuristic algorithms for the planar intermodal p hub location a possibilistic clustering approach -- Machine Learning Optimized Orthogonal Basis Piecewise Polynomial Approximation -- An Approximate and Optimize Method for Security Constrained AC Optimal Power Flow -- auto sktime Automated Time Series Forecasting. |
| Contained By: |
Springer Nature eBook |
| Subject: |
Machine learning - Congresses. - |
| Online resource: |
https://doi.org/10.1007/978-3-031-75623-8 |
| ISBN: |
9783031756238 |