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IPPS
1998
IEEE
13 years 9 months ago
A Parallel Evolutionary Algorithm for the Vehicle Routing Problem with Heterogeneous Fleet
Abstract. Nowadays genetic algorithms stand as a trend to solve NPcomplete and NP-hard problems. In this paper, we present a new hybrid metaheuristic which uses Parallel Genetic Al...
Luiz Satoru Ochi, Dalessandro Soares Vianna, L&uac...
CLOUDCOM
2010
Springer
13 years 2 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
DAC
1995
ACM
13 years 8 months ago
Interval Scheduling: Fine-Grained Code Scheduling for Embedded Systems
Abstract A central problem in embedded system co-synthesis is the generation of software for lowlevel I O. Scheduling still remains a manual task because existing coarse-grained re...
Pai H. Chou, Gaetano Borriello
GECCO
2000
Springer
170views Optimization» more  GECCO 2000»
13 years 8 months ago
A Comparison of Genetic Algorithms for the Dynamic Job Shop Scheduling Problem
The majority of the research using evolutionary algorithms for the Job Shop Scheduling Problem (JSSP) has studied only the static JSSP. Few evolutionary algorithms have been appli...
Manuel Vázquez, L. Darrell Whitley
GECCO
2000
Springer
138views Optimization» more  GECCO 2000»
13 years 8 months ago
Domain Knowledge and Representation in Genetic Algorithms for Real World Scheduling Problems
This paper discusses the issues that arise in the design and implementation of an industrialstrength evolutionary-based system for the optimization of the monthly work schedules f...
Ioannis T. Christou, Armand Zakarian