evoper: Evolutionary Parameter Estimation for 'Repast Simphony' Models

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.

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
https://github.com/antonio-pgarcia/evoper

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

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

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

Files

evoper
evoper/tests
evoper/tests/testthat.R
evoper/tests/testthat
evoper/tests/testthat/test-metaheuristics.R
evoper/NAMESPACE
evoper/NEWS
evoper/R
evoper/R/class-estimates.R evoper/R/class-options.R evoper/R/experiments.R evoper/R/evoper.R evoper/R/test-functions.R evoper/R/abm-saa.R evoper/R/abm-pso.R evoper/R/abm-acor.R evoper/R/helper-functions.R evoper/R/abm-ees1.R evoper/R/class-objective.R evoper/R/abm-ees2.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/f0.griewank4.Rd evoper/man/saa.tcte.Rd evoper/man/fixdfcolumns.Rd evoper/man/f1.cigar.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/f0.schaffer4.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/f0.bohachevsky4.Rd evoper/man/acor.archive.Rd evoper/man/saa.neighborhood1.Rd evoper/man/f0.rosenbrock2.Rd evoper/man/pso.neighborhood.K2.Rd evoper/man/f1.schaffer.Rd evoper/man/acor.F.Rd evoper/man/f0.schwefel.Rd evoper/man/f0.periodtuningpp72.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/f0.periodtuningpp24.Rd evoper/man/f1.test.Rd evoper/man/predatorprey.plot0.Rd evoper/man/OptionsFactory.Rd evoper/man/f1.schwefel.Rd evoper/man/f0.periodtuningpp48.Rd evoper/man/elog.debug.Rd evoper/man/f0.bohachevsky.Rd evoper/man/gm.mean.Rd evoper/man/f0.rosenbrockn.Rd evoper/man/bestSolution.Rd evoper/man/f0.periodtuningpp12.Rd evoper/man/f0.periodtuningpp.Rd evoper/man/upperBound.Rd evoper/man/histplothelper.Rd evoper/man/abm.pso.Rd evoper/man/f0.schaffer.Rd evoper/man/abm.acor.Rd evoper/man/f0.griewank.Rd evoper/man/OptionsEES2-class.Rd evoper/man/OptionsACOR-class.Rd evoper/man/pso.lbest.Rd evoper/man/random.wheel.Rd evoper/man/f1.griewank.Rd evoper/man/acor.updateants.Rd evoper/man/f1.bohachevsky.Rd evoper/man/saa.tbyk.Rd evoper/man/f0.rosenbrock4.Rd evoper/man/OptionsEES1-class.Rd evoper/man/f1.rosenbrockn.Rd evoper/man/pso.neighborhood.K4.Rd evoper/man/acor.N.Rd evoper/man/ees1.mating.Rd evoper/man/es.evaluate.Rd evoper/man/show.comp1.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/predatorprey.plot1.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/summarize.comp1.Rd evoper/man/gm.sd.Rd evoper/man/slope.Rd evoper/man/OptionsSAA-class.Rd evoper/man/xyplothelper.Rd evoper/man/f0.cigar.Rd evoper/man/pso.printbest.Rd evoper/man/f0.cigar4.Rd evoper/man/f0.schwefel4.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/compare.algorithms1.Rd evoper/man/pso.neighborhood.KN.Rd evoper/man/pso.Velocity.Rd
evoper/LICENSE

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