evoper: Evolutionary Parameter Estimation for 'Repast Simphony' Models

Share:

The EvoPER, Evolutionary Parameter Estimation for 'Repast Simphony' Agent-Based framework (<https://repast.github.io/>), 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.

Author
Antonio Prestes Garcia [aut, cre], Alfonso Rodriguez-Paton [aut, ths]
Date of publication
2016-11-26 17:31:19
Maintainer
Antonio Prestes Garcia <antonio.pgarcia@alumnos.upm.es>
License
MIT + file LICENSE
Version
0.3.0
URLs

View on CRAN

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
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.nlnn.rosenbrock2
f0.nlnn.rosenbrock2
f0.periodtuningpp
Period tuning for Predator-Prey
f0.rosenbrock2
f0.rosenbrock2
f0.test
f0.test
f1.adtn.rosenbrock2
f1.adtn.rosenbrock2
f1.nlnn.rosenbrock2
f1.nlnn.rosenbrock2
f1.rosenbrock2
f1.rosenbrock2
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.plot
predatorprey.plot
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
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
slope
slope
slopes
slopes
sortSolution
sortSolution
upperBound
upperBound
xmeanci1
xmeanci1
xmeanci2
xmeanci2
xyplothelper
xyplothelper

Files in this package

evoper
evoper/NAMESPACE
evoper/NEWS
evoper/R
evoper/R/evoper.R
evoper/MD5
evoper/DESCRIPTION
evoper/man
evoper/man/abm.ees2.Rd
evoper/man/f1.adtn.rosenbrock2.Rd
evoper/man/ees1.challenge.Rd
evoper/man/ObjectiveFunction-class.Rd
evoper/man/saa.tcte.Rd
evoper/man/fixdfcolumns.Rd
evoper/man/extremize.Rd
evoper/man/pso.best.Rd
evoper/man/ees1.selection.Rd
evoper/man/acor.lthgaussian.Rd
evoper/man/abm.saa.Rd
evoper/man/sortSolution.Rd
evoper/man/acor.S.Rd
evoper/man/cbuf.Rd
evoper/man/PlainFunction-class.Rd
evoper/man/ees1.recombination.Rd
evoper/man/lowerBound.Rd
evoper/man/enforceBounds.Rd
evoper/man/getSolution.Rd
evoper/man/elog.info.Rd
evoper/man/xmeanci2.Rd
evoper/man/ees1.mutation.Rd
evoper/man/RepastFunction-class.Rd
evoper/man/saa.neighborhood.Rd
evoper/man/assert.Rd
evoper/man/f0.adtn.rosenbrock2.Rd
evoper/man/f1.rosenbrock2.Rd
evoper/man/getFitness.Rd
evoper/man/acor.archive.Rd
evoper/man/saa.neighborhood1.Rd
evoper/man/f0.rosenbrock2.Rd
evoper/man/pso.neighborhood.K2.Rd
evoper/man/acor.F.Rd
evoper/man/acor.sigma.Rd
evoper/man/Estimates-class.Rd
evoper/man/initSolution.Rd
evoper/man/abm.ees1.Rd
evoper/man/partSolutionSpace.Rd
evoper/man/saa.texp.Rd
evoper/man/pso.chi.Rd
evoper/man/f1.test.Rd
evoper/man/OptionsFactory.Rd
evoper/man/elog.debug.Rd
evoper/man/gm.mean.Rd
evoper/man/bestSolution.Rd
evoper/man/f0.periodtuningpp.Rd
evoper/man/upperBound.Rd
evoper/man/predatorprey.plot.Rd
evoper/man/histplothelper.Rd
evoper/man/abm.pso.Rd
evoper/man/abm.acor.Rd
evoper/man/OptionsEES2-class.Rd
evoper/man/OptionsACOR-class.Rd
evoper/man/pso.lbest.Rd
evoper/man/acor.updateants.Rd
evoper/man/saa.tbyk.Rd
evoper/man/OptionsEES1-class.Rd
evoper/man/pso.neighborhood.K4.Rd
evoper/man/acor.N.Rd
evoper/man/ees1.mating.Rd
evoper/man/es.evaluate.Rd
evoper/man/saa.neighborhoodN.Rd
evoper/man/acor.weigth.Rd
evoper/man/naiveperiod.Rd
evoper/man/bestFitness.Rd
evoper/man/ees1.explore.Rd
evoper/man/f0.nlnn.rosenbrock2.Rd
evoper/man/acor.W.Rd
evoper/man/saa.neighborhoodH.Rd
evoper/man/acor.probabilities.Rd
evoper/man/predatorprey.Rd
evoper/man/f1.nlnn.rosenbrock2.Rd
evoper/man/Options-class.Rd
evoper/man/Magnitude.Rd
evoper/man/gm.sd.Rd
evoper/man/slope.Rd
evoper/man/OptionsSAA-class.Rd
evoper/man/xyplothelper.Rd
evoper/man/pso.printbest.Rd
evoper/man/elog.error.Rd
evoper/man/f0.test.Rd
evoper/man/contourplothelper.Rd
evoper/man/xmeanci1.Rd
evoper/man/ees1.mating1.Rd
evoper/man/scatterplotlothelper.Rd
evoper/man/OptionsPSO-class.Rd
evoper/man/saa.bolt.Rd
evoper/man/elog.level.Rd
evoper/man/slopes.Rd
evoper/man/pso.neighborhood.KN.Rd
evoper/man/pso.Velocity.Rd
evoper/LICENSE