Optimization and Learning

.- Soft Computing and Machine Learning Advanced Models. .- KAN-based On-policy PPO Method for Continuous Reinforcement Learning. .- Bayesian and Partition-Based Optimization for Hyperparameter Optimization of LLM Fine-Tuning. .- On hyperparameter Optimization of Generative Models in Recommendation Systems: a comparative study, and applications. .- Enhancing AutoML with Algorithm Selection: A Path to Bette Performance. .- NEVA: A Neuromorphic Evolutionary Algorithm. .- Enhancing Academic Advising with AI: Leveraging Large Language Models and Retrieval-Augmented Generation for Smarter Student Support. .- Overlay_dx- Automating forecasting evaluation. .- Integrated Deep Learning Approaches for Coral Health Monitoring and Database Development. .- Optimization and Search Algorithms: Metaheuristics and Hybrid Approaches. .- Chaotic Binarization of Tasmanian Devil Optimization for Solving the Knapsack Problem. .- Mother Tree Optimization Algorithm for Feature Selection. .- An Improved NSGA-III Algorithm for Solving High-dimensional Many-objective Flexible Job Shop Scheduling Problem. .- Adaptive Greedy Heuristic Algorithm for Rubber Tyred Gantry Crane Scheduling Problem at Container Terminal. .- Solving the Electricity Technician Dispatch Problem. .- Exact versus Bio-Inspired Approximation Methods for Solving Constrained CP-nets. .- Dependent Task Offloading in Cloud-Edge-End Environments with Communication Heterogeneity. .- Modelling, Simulation and Complex Systems. .- Modeling Trust Dynamics on a Multi-Agent System. .- Knowledge Management Methodology for Complex context. The Defence case. .- Exhaustive Search for Quantum Circuit Optimization using ZX Calculus. .- Almost Linear Time Consistent Mode Estimation and Quick Shift Clustering. .- Addressing classic Constraint Satisfaction Problems through Optimisation Modulo Theories. .- Chance Constrained Optimization with Complex Variables. .- Optimizing Retail Promotions with Mixed-Integer Nonlinear XI Programming and Cross-Elasticity Effects. .- Solving the Semivectorial Bilevel Hazmat Network Design Problem by a Deconstructive Heuristic Algorithm. .- Applications in Industry, Energy and Supply Chain. .- Evolutionary Techniques for Combinatorial Reverse Auctions in Electricity Consumption. .- Optimizing and Reducing Changeover Time to Enhance Line Balancing in Industrial Injection Processes. .- A Hybrid Approach for Pallet Loading in Ceramic Tile Industry. .- A Comparative Analysis of the Algorithm Results for Designing Two-stage Supply Chains with Fixed Costs. .- Optimizing Supplier Performance: Advanced Analytics and Predictive Modeling Approaches. .- Systematic Review of Machine Learning (ML) and Artificial Intelligence (AI) in Pharmaceutical Supply Chain (PSC Resilience: Identifying Gaps and Future Research Directions. .- Evolutionary Techniques for Combinatorial Reverse Auctions in Electricity Consumption.