The EvoPER, Evolutionary Parameter Estimation for Individual-based Models is an extensible package providing optimization driven parameter estimation methods using metaheuristics and evolutionary computation techniques (Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization for continuous domains, Tabu Search, Evolutionary Strategies, ...) which could be more efficient and require, in some cases, fewer model evaluations than alternatives relying on experimental design. Currently there are built in support for models developed with 'Repast Simphony' Agent-Based framework (<https://repast.github.io/>) and with NetLogo (<https://ccl.northwestern.edu/netlogo/>) which are the most used frameworks for Agent-based modeling.
Version: 0.5.0 Depends: rrepast Imports: methods, futile.logger, boot, reshape, ggplot2, deSolve, plot3D, plyr, data.table, utils, RNetLogo Suggests: testthat Published: 2018-08-30 DOI: 10.32614/CRAN.package.evoper Author: Antonio Prestes Garcia [aut, cre], Alfonso Rodriguez-Paton [aut, ths] Maintainer: Antonio Prestes Garcia <antonio.pgarcia at alumnos.upm.es> BugReports: https://github.com/antonio-pgarcia/evoper/issues License: MIT + file LICENSE URL: https://github.com/antonio-pgarcia/evoper NeedsCompilation: no Materials: NEWS CRAN checks: evoper results Documentation: Downloads: Linking:Please use the canonical form https://CRAN.R-project.org/package=evoper to link to this page.
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