Adaptive Nature-Inspired Algorithms for Hybrid Genetic Optimization

Documentation for package ‘adana’ version 1.1.0

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Adaptive Nature-inspired Algorithms for Hybrid Genetic Optimization

-- A --

adana	Adaptive Nature-inspired Algorithms for Hybrid Genetic Optimization
adana1	Adaptive Dynamic Algorithm (Adana 1)
adana2	Adaptive Dynamic Algorithm (Adana 2)
adana3	Dynamic mutation and crossover function (Adana 3)
atc	Asymmetric Two-Point Crossover (ATC)
ax	Avarage Crossover

-- B --

bestsol	Best solution monitoring function
bin2gray	Convert from binary to gray code integer
bin2int	Convert Binary Numbers to Integers
bitmut	Bit Flip Mutation
blxa	Blended Crossover (BLX-alpha)
blxab	Blended crossover-alphabeta (BLX-alphabeta)
boundmut	Boundary Mutation
bsearchmut1	Boundary Search Mutation 1
bsearchmut2	Boundary Search Mutation 2
bx	Box Crossover / Flat Crossover

-- C --

calcM	Calculate the number of bits in the binary representation of the integer vector
cpc	Count-preserving Crossover (CPC)
cross	Crossover
cx	Cycle Crossover (CX)

-- D --

dc	Discrete Crossover
decode	Convert from binary number to real number
decode4int	Convert binary vectors to integer vectors
decodepop	Convert binary number matrix to real number matrix
disc	Disrespectful Crossover (DISC)
dismut	Displacement mutation

-- E --

ebx	Extended Box Crossover
eclc	Exchange/Linkage Crossover (EC,LC)
elitism	Elistist Replacement (Elitism) Function
elx	Extended-Line Crossover (ELX)
encode	Convert from real number to binary number
encode4int	Convert integer vectors to binary vectors
encodepop	Binary encoding of real number matrix
erx	Edge Recombination Crossover (ERX)
evaluate	Calculate the fitness values of population

-- F --

findoptima	Finds peaks and valleys on the curve of a function with single variable
fixpcmut	Static crossover and mutation rate

-- G --

gaussmut	Gauss Mutation
gaussmut2	Gauss Mutation 2
gaussmut3	Gauss Mutation 3
geomx	Geometric Crossover
gray2bin	Convert gray code to binary integer #1
gray2bin2	Convert gray code to binary integer #2
grdelall	Delete-All Replacement
grmuplambda	Mu+Lambda replacement function 1
grmuplambda2	Mu+Lambda replacement function 2 (delete the worst lambda)
grmuplambda3	Mu+Lambda replacement function 3
grmuplambda4	Mu+Lambda replacement function 4
grmuvlambda	Mu & Lambda Replacement Function
grrobin	Round Robin Replacement Function

-- H --

hc	Heuristic Crossover
hgaoptim	GA + optim hybridization function
hgaoptimx	GA + optimx hybridization function
hgaroi	GA + ROI hybridization function
hux	Heuristic Uniform Crossover

-- I --

icx	Improved Cycle Crossover (ICX)
ilmdhc	ILM/DHC adaptation function
initbin	Initialize the population with binary encoding
initialize	Initialize function
initnorm	Normal distribution based initialization
initperm	Permutation coded initialization
initval	Value encoded initialization
insmut	Insertation Mutation
insswapmut	Insertion + Inversion Mutation
int2bin	Convert an integer to binary coded number
invdismut	Displacement + Inversion Mutation
invmut	Inversion Mutation
invswapmut	Swap + Inversion Mutation

-- K --

kpx	k-point Crossover

-- L --

lapx	Laplace Crossover
lax	Local Arithmetic Crossover
leitingzhi	Lei & Tingzhi Adaptation Function

-- M --

maxone	MAXONE fitness function
maxone1	MAXONE1 fitness function
maxone2	maxone2 fitness function
minone	minone fitness function
monprogress	Monitor Fitness Value Progress
mpmx	Modified Partially Mapped Crossover
mpx	Maximal Preservative Crossover (MPX)
mutate	Function of Mutation Application
mx	Mask crossover

-- N --

nunimut	Non-uniform Mutation
nunimut2	Adaptive Non-uniform mutation

-- O --

ox	Order Crossover (OX)
ox2	Order-based crossover (OX2)

-- P --

pbx	Position-Based Crossover (PBX)
pbx2	Position-Based Crossover 2 (PBX2)
plotfitness	Fitness statistics graph by GA generations
pmx	Partially Mapped Crossover
powmut	Power Mutation
powmut2	Power Mutation 2
px1	One-point Crossover

-- R --

randmut	Random Resetting Mutation
randmut2	Random mutation 2
randmut3	Random mutation 3
randmut4	Random mutation 4
raoc	Randomized And/Or Crossover (RAOC)
rrc	Random Respectful Crossover (RRC)
rsc	Reduced Surrogate Cross

-- S --

sax	Single Arithmetic Crossover
sc	Shuffle Crossover
selboltour	Boltzmann Tournament Selection
seldet	Deterministic Selection
select	Select parents for the mating pool
selers	Exponantial Ranking Selection
selescale	Exponent Scaling
sellrs	Linear Ranking Selection 1
sellrs2	Linear Ranking Selection 2
sellrs3	Linear Ranking Selection 3
sellscale	Fitness Linear Scaling
selnlrs	Nonlinear Ranking Selection
selpscale	Power-law Scaling
selrand	Random selection
selrscale	Rank Scaling
selrscale2	Rank Scaling 2
selrss	Remainder Stochastic Selection
selrswrp	Random selection with replacement and proportion
selrws	Roulette wheel selection 1
selrws2	Roulette wheel selection 2
selsscale	Sigma Scaling
selsscale2	Sigma scaling 2
selsus	Stochastic Universal Selection
seltour	Tournament Selection
seltour2	Tournament Selection 2
seltrunc	Truncation Selection
selwscale	Window Scaling
show	Function to visualize iteration results
shufmut	Shuffle Mutation
smc	Sinusoidal Motion Crossover (SMC)
spherex	Sphere Crossover
ssrfamtour	Replacement function via family tournament
ssrgenitor	Genitor replacement function
ssrmup1	Mu+1 replacement function
ssrx	Mixed replacement function
swapmut	Swap Mutation

-- T --

Termination Control Function

-- U --

unimut	Uniform Mutation
upmx	Uniform Partial Mapped Crossover
ux	Uniform crossover 1
ux2	Uniform Crossover 2

-- W --

wax	Whole Arithmetic Crossover