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CLOUDCOM
2010
Springer
13 years 7 months ago
Scaling Populations of a Genetic Algorithm for Job Shop Scheduling Problems Using MapReduce
Inspired by Darwinian evolution, a genetic algorithm (GA) approach is one of the popular heuristic methods for solving hard problems, such as the Job Shop Scheduling Problem (JSSP...
Di-Wei Huang, Jimmy Lin
DAGSTUHL
2007
13 years 10 months ago
Control Patterns in a Health Care Network
In this paper we present control patterns for the analysis and design of administrative control mechanisms in a network organization. A control pattern is a description of a generi...
Vera Kartseva, Joris Hulstijn, Jaap Gordijn, Yao-H...
GECCO
2008
Springer
143views Optimization» more  GECCO 2008»
13 years 10 months ago
A parallel evolutionary algorithm for unconstrained binary quadratic problems
In this paper an island model is described for the unconstrained Binary Quadratic Problem (BQP), which can be used with up to 2500 binary variables. Our island model uses a master...
István Borgulya
GECCO
2007
Springer
236views Optimization» more  GECCO 2007»
14 years 3 months ago
A discrete differential evolution algorithm for the permutation flowshop scheduling problem
In this paper, a novel discrete differential evolution (DDE) algorithm is presented to solve the permutation flowhop scheduling problem with the makespan criterion. The DDE algori...
Quan-Qe Pan, Mehmet Fatih Tasgetiren, Yun-Chia Lia...
GECCO
2006
Springer
151views Optimization» more  GECCO 2006»
14 years 24 days ago
Neighbourhood searches for the bounded diameter minimum spanning tree problem embedded in a VNS, EA, and ACO
We consider the Bounded Diameter Minimum Spanning Tree problem and describe four neighbourhood searches for it. They are used as local improvement strategies within a variable nei...
Martin Gruber, Jano I. van Hemert, Günther R....