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Explanation-Based Large Neighborhood Search [PDF]
International audienceOne of the most well-known and widely used local search techniques for solving optimization problems in Constraint Programming is the Large Neigh-borhood Search (LNS) algorithm.
Jussien, Narendra +2 more
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Solving DCOPs with Distributed Large Neighborhood Search
The field of Distributed Constraint Optimization has gained momentum in recent years, thanks to its ability to address various applications related to multi-agent cooperation.
Aspenberg, Per +6 more
core +3 more sources
Constraint-based Very Large-Scale Neighborhood search [PDF]
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Mouthuy, Sébastien +2 more
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A Hybrid Large Neighborhood Search Algorithm for Solving the Multi Depot UAV Swarm Routing Problem
This paper focuses on a modified Multi-Depot Unmanned Aerial Vehicle Routing Problem (MMDUAVRP). Comparing to classic multi-depot vehicle routing problem, our studied problem has no constraints to restrict the depot where the Unmanned Aerial Vehicle (UAV)
Xiaohui Li +4 more
doaj +1 more source
Discretization-Strategy-Based Solution for Berth Allocation and Quay Crane Assignment Problem
The continuous berth allocation and quay crane assignment problem considers the size of berths and ships, the number of quay cranes, the dynamic ships and non-crossing constraints of quay cranes.
Min Tang +3 more
doaj +1 more source
Large Neighborhood Search with Decision Diagrams
Local search is a popular technique to solve combinatorial optimization problems efficiently. To escape local minima one generally uses metaheuristics or try to design large neighborhoods around the current best solution. A somewhat more black box approach consists in using an optimization solver to explore a large neighborhood.
Gillard, Xavier, Schaus, Pierre
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Very large‐scale neighborhood search
AbstractNeighborhood search algorithms are often the most effective approaches available for solving partitioning problems, a difficult class of combinatorial optimization problems arising in many application domains including vehicle routing, telecommunications network design, parallel machine scheduling, location theory, and clustering.
R.K. Ahuja, J.B. Orlin, D. Sharma
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Gaussian variable neighborhood search for the file transfer scheduling problem [PDF]
This paper presents new modifications of Variable Neighborhood Search approach for solving the file transfer scheduling problem. To obtain better solutions in a small neighborhood of a current solution, we implement two new local search ...
Dražić Zorica
doaj +1 more source
Neighborhood detection and rule selection from cellular automata patterns [PDF]
Using genetic algorithms (GAs) to search for cellular automation (CA) rules from spatio-temporal patterns produced in CA evolution is usually complicated and time-consuming when both, the neighborhood structure and the local rule are searched ...
Billings, S.A., Yang, Y.X.
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Large Neighborhood Search [PDF]
Heuristics based on large neighborhood search have recently shown outstanding results in solving various transportation and scheduling problems. Large neighborhood search methods explore a complex neighborhood by use of heuristics. Using large neighborhoods makes it possible to find better candidate solutions in each iteration and hence traverse a more
Pisinger, David, Røpke, Stefan
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