Other packages > Find by keyword >

evoper  

Evolutionary Parameter Estimation for 'Repast Simphony' Models
View on CRAN: Click here


Download and install evoper package within the R console
Install from CRAN:
install.packages("evoper")

Install from Github:
library("remotes")
install_github("cran/evoper")

Install by package version:
library("remotes")
install_version("evoper", "0.5.0")



Attach the package and use:
library("evoper")
Maintained by
Antonio Prestes Garcia
[Scholar Profile | Author Map]
First Published: 2016-06-16
Latest Update: 2018-08-30
Description:
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 () and with NetLogo () which are the most used frameworks for Agent-based modeling.
How to cite:
Antonio Prestes Garcia (2016). evoper: Evolutionary Parameter Estimation for 'Repast Simphony' Models. R package version 0.5.0, https://cran.r-project.org/web/packages/evoper. Accessed 02 May. 2025.
Previous versions and publish date:
0.1.0 (2016-06-16 18:19), 0.2.0 (2016-06-30 09:17), 0.3.0 (2016-11-26 17:31), 0.4.0 (2017-03-14 14:21)
Other packages that cited evoper R package
View evoper citation profile
Other R packages that evoper depends, imports, suggests or enhances
Complete documentation for evoper
Functions, R codes and Examples using the evoper R package
Some associated functions: Estimates-class . Magnitude . NLWrapper.FindJar . NLWrapper.GetParameter . NLWrapper.Model . NLWrapper.Run . NLWrapper.RunExperiment . NLWrapper.SetParameter . NLWrapper.SetRandomSeed . NLWrapper.Shutdown . NetLogoFunction-class . ObjectiveFunction-class . Options-class . OptionsACOR-class . OptionsEES1-class . OptionsEES2-class . OptionsFactory . OptionsPSO-class . OptionsSAA-class . OptionsTS-class . PlainFunction-class . RepastFunction-class . abm.acor . abm.ees1 . abm.ees2 . abm.pso . abm.saa . abm.tabu . acor.F . acor.N . acor.S . acor.W . acor.archive . acor.lthgaussian . acor.probabilities . acor.sigma . acor.updateants . acor.weigth . assert . bestFitness . bestSolution . cbuf . compare.algorithms1 . contourplothelper . ees1.challenge . ees1.explore . ees1.mating . ees1.mating1 . ees1.mutation . ees1.recombination . ees1.selection . elog.debug . elog.error . elog.info . elog.level . enforceBounds . es.evaluate . extremize . f0.ackley . f0.ackley4 . f0.adtn.rosenbrock2 . f0.bohachevsky . f0.bohachevsky4 . f0.cigar . f0.cigar4 . f0.griewank . f0.griewank4 . f0.nlnn.rosenbrock2 . f0.periodtuningpp . f0.periodtuningpp12 . f0.periodtuningpp24 . f0.periodtuningpp48 . f0.periodtuningpp72 . f0.rosenbrock2 . f0.rosenbrock4 . f0.rosenbrockn . f0.schaffer . f0.schaffer4 . f0.schwefel . f0.schwefel4 . f0.test . f1.ackley . f1.adtn.rosenbrock2 . f1.bohachevsky . f1.cigar . f1.griewank . f1.nlnn.rosenbrock2 . f1.rosenbrock2 . f1.rosenbrockn . f1.schaffer . f1.schwefel . f1.test . fixdfcolumns . generateSolution . getFitness . getSolution . gm.mean . gm.sd . histplothelper . initSolution . lowerBound . naiveperiod . paramconverter . partSolutionSpace . pop.first . pop.last . predatorprey . predatorprey.plot0 . predatorprey.plot1 . pso.Velocity . pso.best . pso.chi . pso.lbest . pso.neighborhood.K2 . pso.neighborhood.K4 . pso.neighborhood.KN . pso.printbest . push . random.wheel . saa.bolt . saa.neighborhood . saa.neighborhood1 . saa.neighborhoodH . saa.neighborhoodN . saa.tbyk . saa.tcte . saa.texp . scatterplotlothelper . searchrow . show.comp1 . slope . slopes . sortSolution . summarize.comp1 . tabu.getNeighbors . tabu.istabu . upperBound . xmeanci1 . xmeanci2 . xyplothelper . 
Some associated R codes: abm-acor.R . abm-ees1.R . abm-ees2.R . abm-pso.R . abm-saa.R . abm-tabu.R . class-estimates.R . class-objective.R . class-options.R . evoper.R . experiments.R . helper-functions.R . netlogo-helper.R . test-functions.R .  Full evoper package functions and examples
Downloads during the last 30 days
04/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/30Downloads for evoper24681012141618202224262830TrendBars

Today's Hot Picks in Authors and Packages

disprofas  
Non-Parametric Dissolution Profile Analysis
Similarity of dissolution profiles is assessed using the similarity factor f2 according to the EMA ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
frailtypack  
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
The following several classes of frailty models using a penalized likelihood estimation on the hazar ...
Download / Learn more Package Citations See dependency  
quotedargs  
A Way of Writing Functions that Quote their Arguments
A facility for writing functions that quote their arguments, may sometimes evaluate them in the env ...
Download / Learn more Package Citations See dependency  
contFracR  
Continued Fraction Generators and Evaluators
Converts numbers to continued fractions and back again. A solver for Pell's Equation is provided. T ...
Download / Learn more Package Citations See dependency  
nlsem  
Fitting Structural Equation Mixture Models
Estimation of structural equation models with nonlinear effects and underlying nonnormal distributi ...
Download / Learn more Package Citations See dependency  

24,142

R Packages

207,311

Dependencies

65,176

Author Associations

24,143

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA