Title
Using Genetic Algorithms To Solve The Yard Allocation Problem
Abstract
The Yard Allocation Problem (YAP) is a real-life resource allocation problem faced by the Port of Singapore Authority (PSA). We first show that YAP is NP-Hard. As the problem is NP-Hard, we propose a Genetic Algorithm approach. For benchmarking purposes, Tabu Search and Sim- ulated Annealing are applied to this problem as well. Extensive experiments show very favorable results for the Genetic Algorithm approach.
Year
Venue
Keywords
2002
GECCO
Genetic Algorithms,Yard Allocation Problem
Field
DocType
ISBN
Simulated annealing,Mathematical optimization,Computer science,Operations research,Yard,Resource allocation,Genetic algorithm,Tabu search,Benchmarking
Conference
1-55860-878-8
Citations 
PageRank 
References 
3
0.62
5
Authors
3
Name
Order
Citations
PageRank
Ping Chen110919.57
Zhaohui Fu228314.28
Andrew Lim337321.86