disdesk:工程机械物流约束规划系统

Yujun Zheng, Jun-Wei Yang, Yuling Zhu, Jinyun Xue
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引用次数: 2

摘要

工程机械的物流规划和规划涉及到一系列复杂的目标和约束条件;因此,传统方法通常会导致难以解决、理解和维护的大型单片模型。为了解决工程机械后勤支持中的大型,特别是组合问题,我们设计了一个约束规划系统,即disdesk,它包括一个规范生成器及其底层特定领域架构,一个算法库及其选择器,一个预定义的解决方案库和一个问题求解器。该系统的特点是在规范中分离关注点,对编程技能的要求很少,特定于领域的优化,以及半自动生成高性能和可靠的问题解决程序
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DISPDESK: A Logistic Constraint Programming System for Construction Machinery
Logistic planning and programming of construction machinery involves complex sets of objectives and constraints; therefore traditional approaches typically result in a large monolithic model that is difficult to solve, understand, and maintain. In order to tackle large, particularly combinatorial, problems in logistic support for construction machinery, we design a constraint programming system, namely DISPDESK, which comprises a specification generator and its underlying domain-specific architecture, an algorithm library and its selector, a pre-defined solution library and a problem solver. The system features separation of concerns in specifications, little requirements for programming skills, domain-specific optimization, and semi-automatic generation of high-performance and reliable problem solvers
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