A New Hybrid Algorithm to Solve Winner Determination Problem in Multiunit Double Internet Auction
Joint Authors
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-06-01
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Abstract EN
Solving winner determination problem in multiunit double auction has become an important E-business task.
The main issue in double auction is to improve the reward in order to match the ideal prices and quantity and make the best profit for sellers and buyers according to their bids and predefined quantities.
There are many algorithms introduced for solving winner in multiunit double auction.
Conventional algorithms can find the optimal solution but they take a long time, particularly when they are applied to large dataset.
Nowadays, some evolutionary algorithms, such as particle swarm optimization and genetic algorithm, were proposed and have been applied.
In order to improve the speed of evolutionary algorithms convergence, we will propose a new kind of hybrid evolutionary algorithm that combines genetic algorithm (GA) with particle swarm optimization (PSO) to solve winner determination problem in multiunit double auction; we will refer to this algorithm as AUC-GAPSO.
American Psychological Association (APA)
Ykhlef, Mourad& Alqifari, Reem. 2015. A New Hybrid Algorithm to Solve Winner Determination Problem in Multiunit Double Internet Auction. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1074359
Modern Language Association (MLA)
Ykhlef, Mourad& Alqifari, Reem. A New Hybrid Algorithm to Solve Winner Determination Problem in Multiunit Double Internet Auction. Mathematical Problems in Engineering No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1074359
American Medical Association (AMA)
Ykhlef, Mourad& Alqifari, Reem. A New Hybrid Algorithm to Solve Winner Determination Problem in Multiunit Double Internet Auction. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1074359
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074359