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» A Comparison of Genetic Algorithms for the Dynamic Job Shop ...
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CLOUDCOM
2010
Springer
13 years 3 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
IJIIP
2010
145views more  IJIIP 2010»
13 years 2 months ago
Solving Job Shop Scheduling Problem Using Genetic Algorithm with Penalty Function
Liang Sun, Xiaochun Cheng, Yanchun Liang
GECCO
2010
Springer
249views Optimization» more  GECCO 2010»
13 years 7 months ago
Towards improved dispatching rules for complex shop floor scenarios: a genetic programming approach
Developing dispatching rules for manufacturing systems is a tedious process, which is time- and cost-consuming. Since there is no good general rule for different scenarios and ob...
Torsten Hildebrandt, Jens Heger, Bernd Scholz-Reit...
CEC
2007
IEEE
13 years 9 months ago
An ant system with steps counter for the job shop scheduling problem
In this paper, we present an ant system algorithm variant designed to solve the job shop scheduling problem. The proposed approach is based on a recent biological study which showe...
Emanuel Tellez-Emiquez, Efrén Mezura-Montes...
IEAAIE
2005
Springer
13 years 11 months ago
A Fuzzy Genetic Algorithm for Real-World Job Shop Scheduling
In this paper, a multi-objective genetic algorithm is proposed to deal with a real-world fuzzy job shop scheduling problem. Fuzzy sets are used to model uncertain due dates and pro...
Carole Fayad, Sanja Petrovic