H. Shojaei, T. Basten, M. Geilen, Phillip Stanley-Marbell
{"title":"SPaC: a symbolic pareto calculator","authors":"H. Shojaei, T. Basten, M. Geilen, Phillip Stanley-Marbell","doi":"10.1145/1450135.1450176","DOIUrl":null,"url":null,"abstract":"The compositional computation of Pareto points in multi-dimensional optimization problems is an important means to efficiently explore the optimization space. This paper presents a symbolic Pareto calculator, SPaC, for the algebraic computation of multidimensional trade-offs. SPaC uses BDDs as a representation for solution sets and operations on them. The tool can be used in multi-criteria optimization and design-space exploration of embedded systems. The paper describes the design and implementation of Pareto algebra operations, and it shows that BDDs can be used effectively in Pareto optimization.","PeriodicalId":300268,"journal":{"name":"International Conference on Hardware/Software Codesign and System Synthesis","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2008-10-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"6","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Conference on Hardware/Software Codesign and System Synthesis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/1450135.1450176","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 6
Abstract
The compositional computation of Pareto points in multi-dimensional optimization problems is an important means to efficiently explore the optimization space. This paper presents a symbolic Pareto calculator, SPaC, for the algebraic computation of multidimensional trade-offs. SPaC uses BDDs as a representation for solution sets and operations on them. The tool can be used in multi-criteria optimization and design-space exploration of embedded systems. The paper describes the design and implementation of Pareto algebra operations, and it shows that BDDs can be used effectively in Pareto optimization.
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