本地搜索算法的c++框架

Andrea Schaerf, M. Lenzerini, Marco Cadoli
{"title":"本地搜索算法的c++框架","authors":"Andrea Schaerf, M. Lenzerini, Marco Cadoli","doi":"10.1109/TOOLS.1999.779008","DOIUrl":null,"url":null,"abstract":"We present LOCAL++, an object-oriented framework to be used as a general tool for the development and the implementation of local search algorithms in C++. The framework comprises a hierarchy of abstract template classes, one for each local search technique taken into account (i.e., hill-climbing, simulated annealing, and tabu search). Each class specifies and implements the invariant part of the algorithm built according to the technique, and is supposed to be specialized by a concrete class which implements the problem-dependent part of the algorithm. LOCAL++ comprises also a set of abstract classes for creating new techniques by combining different search techniques and different neighborhood relations. The architecture of LOCAL++ provides a principled method for the solution of combinatorial search problems, and helps the designer deriving a neat conceptual scheme of the application, thus facilitating the development and debugging phases. LOCAL++ proved to be flexible enough for the implementation of the algorithms solving various scheduling problems.","PeriodicalId":434404,"journal":{"name":"Proceedings Technology of Object-Oriented Languages and Systems. TOOLS 29 (Cat. No.PR00275)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"1999-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"27","resultStr":"{\"title\":\"LOCAL++: a C++ framework for local search algorithms\",\"authors\":\"Andrea Schaerf, M. Lenzerini, Marco Cadoli\",\"doi\":\"10.1109/TOOLS.1999.779008\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"We present LOCAL++, an object-oriented framework to be used as a general tool for the development and the implementation of local search algorithms in C++. The framework comprises a hierarchy of abstract template classes, one for each local search technique taken into account (i.e., hill-climbing, simulated annealing, and tabu search). Each class specifies and implements the invariant part of the algorithm built according to the technique, and is supposed to be specialized by a concrete class which implements the problem-dependent part of the algorithm. LOCAL++ comprises also a set of abstract classes for creating new techniques by combining different search techniques and different neighborhood relations. The architecture of LOCAL++ provides a principled method for the solution of combinatorial search problems, and helps the designer deriving a neat conceptual scheme of the application, thus facilitating the development and debugging phases. LOCAL++ proved to be flexible enough for the implementation of the algorithms solving various scheduling problems.\",\"PeriodicalId\":434404,\"journal\":{\"name\":\"Proceedings Technology of Object-Oriented Languages and Systems. TOOLS 29 (Cat. No.PR00275)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"1999-06-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"27\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings Technology of Object-Oriented Languages and Systems. TOOLS 29 (Cat. No.PR00275)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/TOOLS.1999.779008\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings Technology of Object-Oriented Languages and Systems. TOOLS 29 (Cat. No.PR00275)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TOOLS.1999.779008","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 27

摘要

我们提出了local++,一个面向对象的框架,用于在c++中开发和实现局部搜索算法的通用工具。该框架由抽象模板类的层次结构组成,每个抽象模板类对应一个考虑到的局部搜索技术(即爬坡、模拟退火和禁忌搜索)。每个类指定并实现根据该技术构建的算法的不变部分,并且应该由实现算法的问题相关部分的具体类进行专门化。local++还包含一组抽象类,用于通过组合不同的搜索技术和不同的邻域关系来创建新技术。local++的体系结构为解决组合搜索问题提供了一种原则性的方法,帮助设计者推导出简洁的应用程序概念方案,从而便于开发和调试阶段。local++被证明具有足够的灵活性来实现解决各种调度问题的算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
LOCAL++: a C++ framework for local search algorithms
We present LOCAL++, an object-oriented framework to be used as a general tool for the development and the implementation of local search algorithms in C++. The framework comprises a hierarchy of abstract template classes, one for each local search technique taken into account (i.e., hill-climbing, simulated annealing, and tabu search). Each class specifies and implements the invariant part of the algorithm built according to the technique, and is supposed to be specialized by a concrete class which implements the problem-dependent part of the algorithm. LOCAL++ comprises also a set of abstract classes for creating new techniques by combining different search techniques and different neighborhood relations. The architecture of LOCAL++ provides a principled method for the solution of combinatorial search problems, and helps the designer deriving a neat conceptual scheme of the application, thus facilitating the development and debugging phases. LOCAL++ proved to be flexible enough for the implementation of the algorithms solving various scheduling problems.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信