metaheuristic ITERATED LOCAL SEARCH
Scheduling, timetabling, vehicle routing, resource allocation are intelligently and successfully tackled with Metaheuristic approaches such as Simulated Annealing, Tabu Search, Ant Colony Optimization, Harmony Search, Scatter Search, Iterated Local Search
... with Metaheuristic approaches such as Simulated Annealing, Tabu Search, Ant Colony Optimization, Harmony Search, Scatter Search, Iterated Local ...
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Solution Level Parallelization of Local Search Metaheuristic Algorithm on GPU
... during iterated Local Search is spent on the 2-opt itself its increasing with the size of problem ...3-opt search compared to the 32 CPU cores acceleration ranged from 3 to 20 and 12-26 for ...
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Iterated local search algorithm for the capacitated team orienteering problem
... a metaheuristic based on Iterated Local Search (ILS) that explores the solution space by generating and evaluating the neighbors of S 0 ...
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An Adaptive Iterated Local Search for the Mixed Capacitated General Routing Problem
... hybrid metaheuristic, called AILS, con- taining several innovations and non-standard mechanisms, for solving MCGRP instances also of industrial ...AILS metaheuristic on 181 CARP and 59 CVRP instances proves ...
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A biased-randomized iterated local search algorithm for rich portfolio optimization
... More recently, metaheuristic approaches have been proposed in the literature as a way to surpass these limitations [8,25–28]. Accordingly, this paper focuses on a single-period version of the so-called constrained ...
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A New Iterated Local Search Algorithm for Solving Broadcast Scheduling Problems in Packet Radio Networks
... algorithm. Search intensification and diversification are two key strategies that determine the behavior of a metaheuristic ...Whereas search intensification applies a local search ...
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Experiments to shed light on the best way to use Iterated Local Search for a complex combinatorial problem
... Abstract Iterated Local Search (ILS) is a popular metaheuristic search technique for use on combinatorial optimisation problems. As with most such techniques, there are many ways in ...
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Report. An Adaptive Iterated Local Search for the Mixed Capacitated General Routing Problem. Working paper
... hybrid metaheuristic, called AILS, containing several innovations and non-standard mechanisms, for solving MCGRP instances also of industrial ...AILS metaheuristic on 181 CARP and 59 CVRP instances proves ...
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Mutual Information Iterated Local Search: A Wrapper-Filter Hybrid for Feature Selection in Brain Computer Interfaces (Forthcoming)
... Relevance Iterated Local Search (MRMR- ILS); a metaheuristic known as Iterated Local Search that utilises a mutual information measure to guide the perturbation operator, ...
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An empirical comparison of simulated annealing and iterated local search for the hierarchical single allocation hub median location problem
... Therefore, this paper presents ecient SA and ILS procedures, which are capable of reaching solutions in considerably less time. Before going to the next section of the paper, we clarify the main contribution of this ...
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MATHEMATICAL ENGINEERING TECHNICAL REPORTS. An Iterated Local Search Algorithm for the Vehicle Routing Problem with Convex Time Penalty Functions
... The remainder of this paper is organized as follows. In Section 2, we define the problem that we consider in this paper. In Section 3, we explain the problem to determine the optimal start time of services for a given ...
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Some applications of continuous variable neighbourhood search metaheuristic (mathematical modelling)
... the search space will gener- ate new recombining ...like iterated local search and variable neighbourhood search have big steps as well, because their steps are usually not ...the ...
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Iterated Local Search. Variable Neighborhood Search
... reactive search algorithm which fits into ILS framework; tabu search was used in perturbation phase; good performance also due to good tie-breaking criterion weighted MAX-SAT Smith, Hoos, Stützle, 2002 ...
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An iterated local search algorithm for the facility location problem
... Otro valor a˜ nadido, es el ILS ya que es relativamente sencillo y adaptable a muchos tipos de problemas y variantes del FLP. Tambi´ en es muy eficiente, tal como se ha visto en las pruebas computacionales explicadas en ...
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Iterated Local Search Algorithms for Bike Route Generation
... checks to see if the solution after inserting an arc has improved score and is still within the cost budget. It does not consider the value or cost of the path segment being removed. Secondly, VVA has slow itera- tion ...
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Iterated Local Search for the Generator Maintenance Scheduling Problem
... Figure S6 compares the number of evaluations needed by three ILS algo- rithms with INSERT(3) perturbation, the BETTER acceptance criterion and the local search algorithms used in this wo[r] ...
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Iterated Local Search for the Workload Balancing Problem in Service Enterprises
... an iterated local search approach are proposed, which iteratively apply local search to perturbations of the current search point, leading to a randomized walk in the space of ...
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Iterated Local Search Algorithm for Clustering Wireless Sensor Networks.
... an iterated local search (ILS) to solve cluster head selection problem is ...predetermined search length, the change rate of the current solution is increased in order to explore a wider ...
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An iterated local search algorithm for the team orienteering problem with variable profits
... 1. Iterated local ...The local search is iterated until no exchange or movement of vertices can be performed, ending the L ...be iterated through the L loop ...
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Metaheuristic Search as a Cryptological Tool
... ‘protocol programming language’. The work shows how simulated annealing and genetic algorithms can be used to evolve efficient and provably correct protocols. 6.1 Introduction Security protocol development and analysis ...
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