Discrete particle swarm optimization for materials budget allocation in academic libraries

Tsu Feng Ho*, Shyong Jian Shyu, Yi Ling Wu, Miao-Tsong Lin

*Corresponding author for this work

研究成果: Conference contribution

1 引文 斯高帕斯(Scopus)

摘要

We formulate the problem of materials budget allocation for academic libraries by way of the mathematical programming model and design an effective algorithm using discrete particle swarm optimization to resolve the problem. The objective function is to maximize the average preferences of materials selection subjected to the constraints of material costs and required amounts in specified categories. For the comparison purpose, CPLEX, a linear programming software package, and a greedy algorithm are applied to obtain optimal or approximate solutions. The computation results demonstrate the effectiveness and robustness of the proposed DPSO algorithm in dealing with the materials budget allocation problem.

原文English
主出版物標題Proceedings - 2010 13th IEEE International Conference on Computational Science and Engineering, CSE 2010
頁面196-203
頁數8
DOIs
出版狀態Published - 1 十二月 2010
事件2010 13th IEEE International Conference on Computational Science and Engineering, CSE 2010 - Hong Kong, China
持續時間: 11 十二月 201013 十二月 2010

出版系列

名字Proceedings - 2010 13th IEEE International Conference on Computational Science and Engineering, CSE 2010

Conference

Conference2010 13th IEEE International Conference on Computational Science and Engineering, CSE 2010
國家China
城市Hong Kong
期間11/12/1013/12/10

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