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基于改进回溯算法的计算机排课系统
引用本文:车明,秦存秀,刘凯.基于改进回溯算法的计算机排课系统[J].沈阳工业大学学报,2006,28(6):667-670.
作者姓名:车明  秦存秀  刘凯
作者单位:天津大学,电子信息工程学院,天津,300072
摘    要:计算机排课算法一直是一个没有被完美地解决的NP难题,国内外都在对它进行广泛的研究.基于一个中专院校的自动排课系统的实现,通过对当前各种算法的研究、对比、总结,发现当前的排课算法可以分为构造型算法和改进型算法两类,并且这两种算法有着各自的优缺点.为此吸取了遗传算法(改进型算法)和回溯法(构造型算法)的优点,在回溯法中引入了拟人策略和遗传算法中的评价、惩罚机制,经过实际应用的验证,该算法特别适合应用在实际的排课系统中.

关 键 词:计算机排课  回溯算法  适应度  适应度评价函数  硬约束  软约束
文章编号:1000-1646(2006)06-0667-04
收稿时间:2005-10-24
修稿时间:2005-10-24

Solving timetabling problem using improved retrospective algorithm
CHE Ming,QIN Cun-xiu,LIU Kai.Solving timetabling problem using improved retrospective algorithm[J].Journal of Shenyang University of Technology,2006,28(6):667-670.
Authors:CHE Ming  QIN Cun-xiu  LIU Kai
Abstract:The algorithms for timetabling have been widely studied but there are no perfect solutions for it yet. Through investigating and comparing the existing algorithms, it has been found that these algorithms can be classified into two categories designated as constructed algorithms and modern algorithms, which show the individual advantages and shortages. In this improved algorithm, the genetic algorithm and some useful rules have been introduced into the retrospective algorithm. The practical application proves that the improved retrospective algorithm is especially suitable as a timetabling system.
Keywords:timetabling  retrospective algorithm  fitness  fitness function  hard constraint  soft constraint
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