EWLS: A New Local Search for Minimum Vertex Cover
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Summary
Experimental results on the broadly used DIMACS benchmark show that EWLS is competitive with the current best heuristic algorithms, and outperforms them on hard instances, and on a suite of difficult benchmarks, EWLS delivers the best results and sets a new record on the largest instance.
- Type
- article
- Published
- 2010-07-03
- Cited by
- 56
- References
- 30
- Access
- Open access
- OpenAlex
- https://openalex.org/W1505245505
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:261513500
Keywords
Vertex cover, Edge cover, Iterated local search, Vertex (graph theory), Local optimum
References
- The Breakout Method for Escaping from Local Minima
- A Heuristic for the Maximum Independent Set Problem Based on Optimization of a Quadratic Over a Sphere
- Some optimal inapproximability results
- Handbook of Knowledge Representation
- An Ant Colony Optimization Algorithm for the Minimum Weight Vertex Cover Problem
- Improved approximation algorithms for the vertex cover problem in graphs and hypergraphs
- Reactive Local Search for the Maximum Clique Problem1
- Combining Swaps and Node Weights in an Adaptive Greedy Approach for the Maximum Clique Problem
- Random constraint satisfaction: Easy generation of hard (satisfiable) instances
- Simple ingredients leading to very efficient heuristics for the maximum clique problem
- Solving the maximum clique problem by k-opt local search
- A Novel Evolutionary Formulation of the Maximum Independent Set Problem
- Clause Weighting Local Search for SAT
- A better approximation ratio for the vertex cover problem
- Optimized Crossover for the Independent Set Problem
- Optimisation of unweighted/weighted maximum independent sets and minimum vertex covers
- A study of ACO capabilities for solving the maximum clique problem
- Clique is hard to approximate withinn1−ε
- Fast local search for the maximum independent set problem
- Dynamic Local Search for the Maximum Clique Problem
Cited by
- Unweighted Stochastic Local Search can be Effective for Random CSP Benchmarks
- Characterising fitness landscapes with fitness-probability cloud and its applications to algorithm configuration
- Two New Local Search Strategies for Minimum Vertex Cover
- Configuration Checking with Aspiration in Local Search for SAT
- Adaptando Uma Solução GRASP ao Problema da Cobertura Mínima de Vértices
- A clique-superposition model for social networks
- A review on algorithms for maximum clique problems
- Local search with edge weighting and configuration checking heuristics for minimum vertex cover
- Local Search with Configuration Checking for SAT
- More efficient two-mode stochastic local search for random 3-satisfiability
- Complete Boolean Satisfiability Solving Algorithms Based on Local Search
- Local search for Boolean Satisfiability with configuration checking and subscore
- Exact solutions to generalized vertex covering problems: a comparison of two models
- NuMVC: An Efficient Local Search Algorithm for Minimum Vertex Cover
- Evolution of Social Networks: New Patterns and a New Generator
- Backdoors to Tractable Answer-Set Programming
- The Impact of Max-SAT Resolution-Based Preprocessors on Local Search Solvers
- Two Weighting Local Search for Minimum Vertex Cover
- A local search algorithm with tabu strategy and perturbation mechanism for generalized vertex cover problem
- Balance between Complexity and Quality: Local Search for Minimum Vertex Cover in Massive Graphs