Tag: combinatorial optimization
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CP-SynC: Multi-Agent Zero-Shot Constraint Modeling in MiniZinc
Discover CP-SynC, a multi-agent system enhancing zero-shot constraint modeling in MiniZinc for accurate, automated combinatorial problem-solving.
Instance-Aware Parameter Tuning for ECVRP Optimization
Boost Electric Capacitated Vehicle Routing with instance-aware parameter tuning in Bilevel Late Acceptance Hill Climbing for improved routing efficiency.
Graph Neural Networks for Crystal Structure Prediction
Discover how graph neural networks optimize crystal structure prediction, accelerating material discovery with advanced combinatorial methods.
A2DEPT: AI-Driven Automated Algorithm Design for Optimization
Discover A2DEPT, an AI-powered system using evolutionary program trees to enhance automated algorithm design for complex optimization problems.
Stein Variational Method for Combinatorial Optimization
Discover how Stein variational gradient descent improves exploration in combinatorial black-box optimization for large-scale, complex problems.