<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "EGAC: a genetic algorithm to compare chemical reaction networks"^^ . "Discovering relations between chemical reaction networks (CRNs)\r\nis a relevant problem in computational systems biology for model\r\nreduction, to explain if a given system can be seen as an abstraction\r\nof another one; and for model comparison, useful to establish an evolutionary\r\npath from simpler networks to more complex ones. This\r\nis also related to foundational issues in computer science regarding\r\nprogram equivalence, in light of the established interpretation of a\r\nCRN as a kernel programming language for concurrency. Criteria\r\nfor deciding if two CRNs can be formally related have been recently\r\ndeveloped, but these require that a candidate mapping be provided.\r\nAutomatically finding candidate mappings is very hard in general\r\nsince the search space essentially consists of all possible partitions\r\nof a set. In this paper we tackle this problem by developing a genetic\r\nalgorithm for a class of CRNs called influence networks, which can\r\nbe used to model a variety of biological systems including cell-cycle\r\nswitches and gene networks. An extensive numerical evaluation\r\nshows that our approach can successfully establish relations between\r\ninfluence networks from the literature which cannot be found\r\nby exact algorithms due to their large computational requirements."^^ . "2017" . . . . "ACM"^^ . . "ACM"^^ . . . . . . . . . . . . . . . . . "Stefano"^^ . "Tognazzi"^^ . "Stefano Tognazzi"^^ . . "Mirco"^^ . "Tribastone"^^ . "Mirco Tribastone"^^ . . "Andrea"^^ . "Vandin"^^ . "Andrea Vandin"^^ . . "Max"^^ . "Tschaikowski"^^ . "Max Tschaikowski"^^ . . . . "GECCO '17: the Genetic and Evolutionary Computation Conference"^^ . . . . . "Berlin (Germany)"^^ . . . . . . "EGAC: a genetic algorithm to compare chemical reaction networks (PDF)"^^ . . . . . "gecco2017.pdf"^^ . . . "EGAC: a genetic algorithm to compare chemical reaction networks (Other)"^^ . . . . . . "lightbox.jpg"^^ . . . "EGAC: a genetic algorithm to compare chemical reaction networks (Other)"^^ . . . . . . "preview.jpg"^^ . . . "EGAC: a genetic algorithm to compare chemical reaction networks (Other)"^^ . . . . . . "medium.jpg"^^ . . . "EGAC: a genetic algorithm to compare chemical reaction networks (Other)"^^ . . . . . . "small.jpg"^^ . . "HTML Summary of #3765 \n\nEGAC: a genetic algorithm to compare chemical reaction networks\n\n" . "text/html" . . . "QA75 Electronic computers. Computer science"@en . .