SOTAVerified

Combinatorial Optimization

Combinatorial Optimization is a category of problems which requires optimizing a function over a combination of discrete objects and the solutions are constrained. Examples include finding shortest paths in a graph, maximizing value in the Knapsack problem and finding boolean settings that satisfy a set of constraints. Many of these problems are NP-Hard, which means that no polynomial time solution can be developed for them. Instead, we can only produce approximations in polynomial time that are guaranteed to be some factor worse than the true optimal solution.

Source: Recent Advances in Neural Program Synthesis

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 976–1000 of 1277 papers

TitleStatusHype
High-Level Plan for Behavioral Robot Navigation with Natural Language Directions and R-NET—0
Clustering Binary Data by Application of Combinatorial Optimization Heuristics—0
Learning fine-grained search space pruning and heuristics for combinatorial optimization—0
A Probability Density Theory for Spin-Glass Systems—0
An adaptive simulated annealing EM algorithm for inference on non-homogeneous hidden Markov modelsCode0
Provable Non-Convex Optimization and Algorithm Validation via Submodularity—0
Estudo comparativo de meta-heurísticas para problemas de colorações de grafos—0
Quantum-inspired annealers as Boltzmann generators for machine learning and statistical physics—0
Theory of neuromorphic computing by waves: machine learning by rogue waves, dispersive shocks, and solitons—0
Protecting Geolocation Privacy of Photo CollectionsCode0
Learning to Dynamically Coordinate Multi-Robot Teams in Graph Attention Networks—0
Improved Regret Bounds for Bandit Combinatorial Optimization—0
Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching—0
Learning to Optimize Variational Quantum Circuits to Solve Combinatorial ProblemsCode0
Smart Predict-and-Optimize for Hard Combinatorial Optimization ProblemsCode0
Estimation of the yield curve for Costa Rica using combinatorial optimization metaheuristics applied to nonlinear regression—0
Black-box Combinatorial Optimization using Models with Integer-valued MinimaCode0
Multi-objectivization Inspired Metaheuristics for the Sum-of-the-Parts Combinatorial Optimization Problems—0
Multidataset Independent Subspace Analysis with Application to Multimodal FusionCode0
Self-Assignment Flows for Unsupervised Data Labeling on Graphs—0
Learning to Order Graph Elements with Application to Multilingual Surface Realization—0
Word-level Textual Adversarial Attacking as Combinatorial OptimizationCode0
Kernels of Mallows Models under the Hamming Distance for solving the Quadratic Assignment ProblemCode0
A Memetic Algorithm Based on Breakout Local Search for the Generalized Travelling Salesman Problem—0
Entity Summarization: State of the Art and Future Challenges—0
Show:102550
← PrevPage 40 of 52Next →

No leaderboard results yet.