| Title: | value-based multiple software projects scheduling with genetic algorithm |
| Author: | Xiao Junchao
; Wang Qing
; Li Mingshu
; Yang Qiusong
; Xie Lizi
; Liu Dapeng
|
| Source: | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
| Conference Name: | International Conference on Software Process
|
| Conference Date: | MAY 16-17,
|
| Issued Date: | 2009
|
| Conference Place: | Vancouver, CANADA
|
| Keyword: | Value
; human resource
; multi-project scheduling
; genetic algorithm
|
| Publisher: | TRUSTWORTHY SOFTWARE DEVELOPMENT PROCESSES, PROCEEDINGS
|
| Publish Place: | HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY
|
| ISSN: | 0302-9743
|
| ISBN: | 978-3-642-01679-0
|
| Department: | Xiao, Junchao; Wang, Qing; Li, Mingshu; Yang, Qiusong; Xie, Lizi; Liu, Dapeng Chinese Acad Sci, Inst Software, Lab Internet Software Technol, Beijing 100190, Peoples R China.
|
| Sponsorship: | Chinese Acad Sci, ISCAS Lab Internet Software Technologies
|
| English Abstract: | Scheduling human resources to multiple projects under various resource requirements, constraints and value objectives is a key problem that many software organizations struggle with. This paper gives a value-based human resource scheduling method among multiple software projects by using a genetic algorithm. The method synthesizes the constraints such as those of schedule and cost as well as the value objectives among different projects, and also the construction of comprehensive value function for evaluating the results of human resource scheduling. Under the guidance of value function, capable human resources can be scheduled for project activities by using the genetic algorithm and make the near-maximum value for organizations. Case study and the simulation results show that the method can perform the scheduling and reflect the value objectives of different projects effectively, and the results provide a concrete decision support for project managers. |
| Content Type: | 会议论文
|
| URI: | http://ir.iscas.ac.cn/handle/311060/8370
|
| Appears in Collections: | 互联网软件技术实验室 _会议论文
|
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| 2009-肖俊超-ICSP-LNCS-Value-Based Multiple Software Projects Scheduling with Genetic Algorithm.pdf（446KB） | -- | -- | 限制开放 | -- | 联系获取全文 |
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| Recommended Citation: | |
Xiao Junchao,Wang Qing,Li Mingshu,et al. value-based multiple software projects scheduling with genetic algorithm[C]. 见:International Conference on Software Process. Vancouver, CANADA. MAY 16-17,.
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