evoper: Evolutionary Parameter Estimation for 'Repast Simphony' Models
Version 0.4.0

The EvoPER, Evolutionary Parameter Estimation for 'Repast Simphony' Agent-Based framework (), provides optimization driven parameter estimation methods based on evolutionary computation techniques which could be more efficient and require, in some cases, fewer model evaluations than other alternatives relying on experimental design.

AuthorAntonio Prestes Garcia [aut, cre], Alfonso Rodriguez-Paton [aut, ths]
Date of publication2017-03-14 14:20:58
MaintainerAntonio Prestes Garcia <antonio.pgarcia@alumnos.upm.es>
LicenseMIT + file LICENSE
Version0.4.0
URL https://github.com/antonio-pgarcia/evoper
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("evoper")

Popular man pages

abm.pso: abm.pso
acor.archive: acor.archive
acor.F: acor.F
acor.lthgaussian: Select the lth gaussian function
acor.weigth: Weight calculation for ant colony optimization
f0.cigar4: f0.cigar4
f1.cigar: f1.cigar
See all...

All man pages Function index File listing

Man pages

abm.acor: Ant colony optimization for continuous domains
abm.ees1: EvoPER Evolutionary Strategy 1
abm.ees2: EvoPER Evolutionary Strategy 2
abm.pso: abm.pso
abm.saa: abm.saa
acor.archive: acor.archive
acor.F: acor.F
acor.lthgaussian: Select the lth gaussian function
acor.N: acor.N
acor.probabilities: Gaussian kernel choosing probability
acor.S: acor.S
acor.sigma: Sigma calculation for ACOr
acor.updateants: acor.updateants
acor.W: acor.W
acor.weigth: Weight calculation for ant colony optimization
assert: assert
bestFitness: bestFitness
bestSolution: bestSolution
cbuf: cbuf
compare.algorithms1: compare.algorithms1
contourplothelper: contourplothelper
ees1.challenge: ees1.challenge
ees1.explore: ees1.explore
ees1.mating: ees1.mating
ees1.mating1: ees1.mating1
ees1.mutation: ees1.mutation
ees1.recombination: ees1.recombination
ees1.selection: ees.selection
elog.debug: elog.debug
elog.error: elog.error
elog.info: elog.info
elog.level: elog.level
enforceBounds: enforceBounds
es.evaluate: es.evaluate
Estimates-class: Estimates
extremize: extremize
f0.adtn.rosenbrock2: f0.adtn.rosenbrock2
f0.bohachevsky: f0.bohachevsky
f0.bohachevsky4: f0.bohachevsky4
f0.cigar: f0.cigar
f0.cigar4: f0.cigar4
f0.griewank: f0.griewank
f0.griewank4: f0.griewank4
f0.nlnn.rosenbrock2: f0.nlnn.rosenbrock2
f0.periodtuningpp: Period tuning for Predator-Prey base
f0.periodtuningpp12: Period tuning of 12 time units for Predator-Prey
f0.periodtuningpp24: Period tuning of 24 time units for Predator-Prey
f0.periodtuningpp48: Period tuning of 48 time units for Predator-Prey
f0.periodtuningpp72: Period tuning of 72 time units for Predator-Prey
f0.rosenbrock2: f0.rosenbrock2
f0.rosenbrock4: f0.rosenbrock4
f0.rosenbrockn: f0.rosenbrockn
f0.schaffer: f0.schaffer
f0.schaffer4: f0.schaffer4
f0.schwefel: f0.schwefel
f0.schwefel4: f0.schwefel4
f0.test: f0.test
f1.adtn.rosenbrock2: f1.adtn.rosenbrock2
f1.bohachevsky: f1.bohachevsky
f1.cigar: f1.cigar
f1.griewank: f1.griewank
f1.nlnn.rosenbrock2: f1.nlnn.rosenbrock2
f1.rosenbrock2: f1.rosenbrock2
f1.rosenbrockn: f1.rosenbrockn
f1.schaffer: f1.schaffer
f1.schwefel: f1.schwefel
f1.test: f1.test
fixdfcolumns: fixdfcolumns
getFitness: getFitness
getSolution: getSolution
gm.mean: gm.mean
gm.sd: gm.sd
histplothelper: histplothelper
initSolution: initSolution
lowerBound: lowerBound
Magnitude: Magnitude
naiveperiod: naiveperiod
ObjectiveFunction-class: ObjectiveFunction class
OptionsACOR-class: OptionsACOR
Options-class: Options
OptionsEES1-class: OptionsEES1
OptionsEES2-class: OptionsEES2
OptionsFactory: OptionsFactory
OptionsPSO-class: OptionsPSO
OptionsSAA-class: OptionsSAA
partSolutionSpace: partSolutionSpace
PlainFunction-class: PlainFunction
predatorprey: predatorprey
predatorprey.plot0: predatorprey.plot0
predatorprey.plot1: predatorprey.plot1
pso.best: pso.best
pso.chi: pso.chi
pso.lbest: pso.lbest
pso.neighborhood.K2: pso.neighborhood.K2
pso.neighborhood.K4: pso.neighborhood.K4
pso.neighborhood.KN: pso.neighborhood.KN
pso.printbest: pso.printbest
pso.Velocity: pso.velocity
random.wheel: random.whell
RepastFunction-class: RepastFunction
saa.bolt: saa.bolt
saa.neighborhood: saa.neighborhood
saa.neighborhood1: saa.neighborhood1
saa.neighborhoodH: saa.neighborhoodH
saa.neighborhoodN: saa.neighborhoodN
saa.tbyk: saa.tbyk
saa.tcte: saa.tcte
saa.texp: saa.texp
scatterplotlothelper: scatterplotlothelper
show.comp1: show.comp1
slope: slope
slopes: slopes
sortSolution: sortSolution
summarize.comp1: summarize.comp1
upperBound: upperBound
xmeanci1: xmeanci1
xmeanci2: xmeanci2
xyplothelper: xyplothelper

Functions

Estimates Man page
Estimates-class Man page
Magnitude Man page Source code
ObjectiveFunction Man page
ObjectiveFunction-class Man page
Options Man page
Options-class Man page
OptionsACOR Man page
OptionsACOR-class Man page
OptionsEES1 Man page
OptionsEES1-class Man page
OptionsEES2 Man page
OptionsEES2-class Man page
OptionsFactory Man page Source code
OptionsPSO Man page
OptionsPSO-class Man page
OptionsSAA Man page
OptionsSAA-class Man page
PlainFunction Man page
PlainFunction-class Man page
RepastFunction Man page
RepastFunction-class Man page
abm.acor Man page Source code
abm.ees1 Man page Source code
abm.ees2 Man page Source code
abm.pso Man page Source code
abm.saa Man page Source code
acor.F Man page Source code
acor.N Man page Source code
acor.S Man page Source code
acor.W Man page Source code
acor.archive Man page Source code
acor.lthgaussian Man page Source code
acor.probabilities Man page Source code
acor.sigma Man page Source code
acor.updateants Man page Source code
acor.weigth Man page Source code
assert Man page Source code
bestFitness Man page Source code
bestSolution Man page Source code
cbuf Man page Source code
compare.algorithms1 Man page Source code
contourplothelper Man page Source code
ees1.challenge Man page Source code
ees1.explore Man page Source code
ees1.mating Man page Source code
ees1.mating1 Man page Source code
ees1.mutation Man page Source code
ees1.recombination Man page Source code
ees1.selection Man page Source code
elog.debug Man page Source code
elog.error Man page Source code
elog.info Man page Source code
elog.level Man page Source code
enforceBounds Man page Source code
es.evaluate Man page Source code
extremize Man page Source code
f0.adtn.rosenbrock2 Man page Source code
f0.bohachevsky Man page Source code
f0.bohachevsky4 Man page Source code
f0.cigar Man page Source code
f0.cigar4 Man page Source code
f0.griewank Man page Source code
f0.griewank4 Man page Source code
f0.nlnn.rosenbrock2 Man page Source code
f0.periodtuningpp Man page Source code
f0.periodtuningpp12 Man page Source code
f0.periodtuningpp24 Man page Source code
f0.periodtuningpp48 Man page Source code
f0.periodtuningpp72 Man page Source code
f0.rosenbrock2 Man page Source code
f0.rosenbrock4 Man page Source code
f0.rosenbrockn Man page Source code
f0.schaffer Man page Source code
f0.schaffer4 Man page Source code
f0.schwefel Man page Source code
f0.schwefel4 Man page Source code
f0.test Man page Source code
f1.adtn.rosenbrock2 Man page Source code
f1.bohachevsky Man page Source code
f1.cigar Man page Source code
f1.griewank Man page Source code
f1.nlnn.rosenbrock2 Man page Source code
f1.rosenbrock2 Man page Source code
f1.rosenbrockn Man page Source code
f1.schaffer Man page Source code
f1.schwefel Man page Source code
f1.test Man page Source code
fixdfcolumns Man page Source code
getFitness Man page Source code
getSolution Man page Source code
gm.mean Man page Source code
gm.sd Man page Source code
histplothelper Man page Source code
initSolution Man page Source code
lowerBound Man page Source code
naiveperiod Man page Source code
onLoad Source code
partSolutionSpace Man page Source code
predatorprey Man page Source code
predatorprey.plot0 Man page Source code
predatorprey.plot1 Man page Source code
pso.Velocity Man page Source code
pso.best Man page Source code
pso.chi Man page Source code
pso.lbest Man page Source code
pso.neighborhood.K2 Man page Source code
pso.neighborhood.K4 Man page Source code
pso.neighborhood.KN Man page Source code
pso.neighborhood.KR Source code
pso.printbest Man page Source code
random.wheel Man page Source code
saa.bolt Man page Source code
saa.neighborhood Man page Source code
saa.neighborhood1 Man page Source code
saa.neighborhoodH Man page Source code
saa.neighborhoodN Man page Source code
saa.tbyk Man page Source code
saa.tcte Man page Source code
saa.texp Man page Source code
scatterplotlothelper Man page Source code
show.comp1 Man page Source code
slope Man page Source code
slopes Man page Source code
sortSolution Man page Source code
summarize.comp1 Man page Source code
upperBound Man page Source code
xmeanci1 Man page Source code
xmeanci2 Man page Source code
xyplothelper Man page Source code

Files

tests
tests/testthat.R
tests/testthat
tests/testthat/test-metaheuristics.R
NAMESPACE
NEWS
R
R/class-estimates.R
R/class-options.R
R/experiments.R
R/evoper.R
R/test-functions.R
R/abm-saa.R
R/abm-pso.R
R/abm-acor.R
R/helper-functions.R
R/abm-ees1.R
R/class-objective.R
R/abm-ees2.R
MD5
DESCRIPTION
man
man/abm.ees2.Rd
man/f1.adtn.rosenbrock2.Rd
man/ees1.challenge.Rd
man/ObjectiveFunction-class.Rd
man/f0.griewank4.Rd
man/saa.tcte.Rd
man/fixdfcolumns.Rd
man/f1.cigar.Rd
man/extremize.Rd
man/pso.best.Rd
man/ees1.selection.Rd
man/acor.lthgaussian.Rd
man/abm.saa.Rd
man/sortSolution.Rd
man/acor.S.Rd
man/cbuf.Rd
man/PlainFunction-class.Rd
man/ees1.recombination.Rd
man/lowerBound.Rd
man/enforceBounds.Rd
man/f0.schaffer4.Rd
man/getSolution.Rd
man/elog.info.Rd
man/xmeanci2.Rd
man/ees1.mutation.Rd
man/RepastFunction-class.Rd
man/saa.neighborhood.Rd
man/assert.Rd
man/f0.adtn.rosenbrock2.Rd
man/f1.rosenbrock2.Rd
man/getFitness.Rd
man/f0.bohachevsky4.Rd
man/acor.archive.Rd
man/saa.neighborhood1.Rd
man/f0.rosenbrock2.Rd
man/pso.neighborhood.K2.Rd
man/f1.schaffer.Rd
man/acor.F.Rd
man/f0.schwefel.Rd
man/f0.periodtuningpp72.Rd
man/acor.sigma.Rd
man/Estimates-class.Rd
man/initSolution.Rd
man/abm.ees1.Rd
man/partSolutionSpace.Rd
man/saa.texp.Rd
man/pso.chi.Rd
man/f0.periodtuningpp24.Rd
man/f1.test.Rd
man/predatorprey.plot0.Rd
man/OptionsFactory.Rd
man/f1.schwefel.Rd
man/f0.periodtuningpp48.Rd
man/elog.debug.Rd
man/f0.bohachevsky.Rd
man/gm.mean.Rd
man/f0.rosenbrockn.Rd
man/bestSolution.Rd
man/f0.periodtuningpp12.Rd
man/f0.periodtuningpp.Rd
man/upperBound.Rd
man/histplothelper.Rd
man/abm.pso.Rd
man/f0.schaffer.Rd
man/abm.acor.Rd
man/f0.griewank.Rd
man/OptionsEES2-class.Rd
man/OptionsACOR-class.Rd
man/pso.lbest.Rd
man/random.wheel.Rd
man/f1.griewank.Rd
man/acor.updateants.Rd
man/f1.bohachevsky.Rd
man/saa.tbyk.Rd
man/f0.rosenbrock4.Rd
man/OptionsEES1-class.Rd
man/f1.rosenbrockn.Rd
man/pso.neighborhood.K4.Rd
man/acor.N.Rd
man/ees1.mating.Rd
man/es.evaluate.Rd
man/show.comp1.Rd
man/saa.neighborhoodN.Rd
man/acor.weigth.Rd
man/naiveperiod.Rd
man/bestFitness.Rd
man/ees1.explore.Rd
man/f0.nlnn.rosenbrock2.Rd
man/acor.W.Rd
man/saa.neighborhoodH.Rd
man/predatorprey.plot1.Rd
man/acor.probabilities.Rd
man/predatorprey.Rd
man/f1.nlnn.rosenbrock2.Rd
man/Options-class.Rd
man/Magnitude.Rd
man/summarize.comp1.Rd
man/gm.sd.Rd
man/slope.Rd
man/OptionsSAA-class.Rd
man/xyplothelper.Rd
man/f0.cigar.Rd
man/pso.printbest.Rd
man/f0.cigar4.Rd
man/f0.schwefel4.Rd
man/elog.error.Rd
man/f0.test.Rd
man/contourplothelper.Rd
man/xmeanci1.Rd
man/ees1.mating1.Rd
man/scatterplotlothelper.Rd
man/OptionsPSO-class.Rd
man/saa.bolt.Rd
man/elog.level.Rd
man/slopes.Rd
man/compare.algorithms1.Rd
man/pso.neighborhood.KN.Rd
man/pso.Velocity.Rd
LICENSE
evoper documentation built on May 19, 2017, 10:23 a.m.

Questions? Problems? Suggestions? Tweet to @rdrrHQ or email at ian@mutexlabs.com.

Please suggest features or report bugs in the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.