{ "_id": "6a102e90acfb0bcc41c9456f", "Package": "hydroMOPSO", "Type": "Package", "Title": "Multi-Objective Optimisation with Focus on Environmental Models", "Version": "0.2-6", "Author": "Rodrigo Marinao-Rivas [aut, cre, cph], Mauricio\nZambrano-Bigiarini [aut, ctb, cph]\n(), Oscar\nBaez-Villanueva [ctb] ()", "Authors@R": "c(person(\"Rodrigo\", \"Marinao-Rivas\", email=\"ra.marinao.rivas@gmail.com\", role=c(\"aut\",\"cre\", \"cph\")), person(\"Mauricio\", \"Zambrano-Bigiarini\", email=\"mzb.devel@gmail.com\", role=c(\"aut\", \"ctb\", \"cph\"), comment=c(ORCID = \"0000-0002-9536-643X\")), person(\"Oscar\", \"Baez-Villanueva\", role=\"ctb\", comment=c(ORCID = \"0000-0002-2262-1698\")) )", "Maintainer": "Rodrigo Marinao-Rivas ", "Description": "State-of-the-art Multi-Objective Particle Swarm Optimiser\n(MOPSO), based on the algorithm developed by Lin et al. (2018)\n with improvements described by\nMarinao-Rivas & Zambrano-Bigiarini (2020)\n. This package is\ninspired by and closely follows the philosophy of the single\nobjective 'hydroPSO' R package ((Zambrano-Bigiarini & Rojas,\n2013) ), and can be used for\nglobal optimisation of non-smooth and non-linear R functions\nand R-base models (e.g., 'TUWmodel', 'GR4J', 'GR6J'). However,\nthe main focus of 'hydroMOPSO' is optimising environmental and\nother real-world models that need to be run from the system\nconsole (e.g., 'SWAT+'). 'hydroMOPSO' communicates with the\nmodel to be optimised through its input and output files,\nwithout requiring modifying its source code. Thanks to its\nflexible design and the availability of several fine-tuning\noptions, 'hydroMOPSO' can tackle a wide range of\nmulti-objective optimisation problems (e.g., multi-objective\nfunctions, multiple model variables, multiple periods).\nFinally, 'hydroMOPSO' is designed to run on multi-core machines\nor network clusters, to alleviate the computational burden of\ncomplex models with long execution time.", "License": "GPL (>=2)", "VignetteBuilder": "knitr", "URL": "https://gitlab.com/rmarinao/hydroMOPSO,\nhttps://rmarinao.gitlab.io/hydroMOPSO", "BugReports": "https://gitlab.com/rmarinao/hydroMOPSO/-/issues", "LazyLoad": "yes", "ByteCompile": "TRUE", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-12 23:02:14 UTC", "User": "root" }, "Config/Needs/website": "rmarkdown", "Repository": "https://rmarinao.r-universe.dev", "Date/Publication": "2026-05-12 22:24:49 UTC", "RemoteUrl": "https://gitlab.com/rmarinao/hydromopso", "RemoteRef": "HEAD", "RemoteSha": 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