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非二元约束满足问题的E-GENET求解原理
Theory of Solving of E-GENET for Non-Binary Constraint Satisfaction Problems
【摘要】 通过E-GENET的重定义,将非二元约束满足问题(NB-CSPs)转化为整数最小化问题,提出一类非二元变量约束关系的离散拉格朗日搜索模式(NB-LSDL)与算法,实现了基于NB-LSDL的E-GENET重构,为求解一般约束CSPs的最小冲突启发式修补方法提供新的理论依据,扩展了E-GENET处理问题的技术与手段.实验结果显示了方法的可行性与有效性.
【Abstract】 Non-binary constraint satisfaction problems (NB-CSPs) are transformed into the integer constrained minimization problems by extending correlative definitions of E-GENET. Then, a class of discrete Lagrangian-based search scheme and algorithm with non-binary variable constraints (NB-LSDL) is proposed for such probllems to restructure E-GENET from NB-LSDL. It is useful to gain important insights into the heuristic repair method to minimize conflicts and improve variant of E-GENET for the CSPs with general constraints in a new theoretical perspective. The experimental results show that it is effective and feasible to re-extend E-GENET by using NB-LSDL.
【Key words】 constraint satisfaction problems; E-GENET network; discrete Lagrangian method; heuristic repair method;
- 【文献出处】 东北大学学报 ,JOURNAL OF NORTHEASTERN UNIVERSITY , 编辑部邮箱 ,2005年09期
- 【分类号】TP311.12;
- 【下载频次】107