initbin: Initialize the population with binary encoding

In adana: Adaptive Nature-Inspired Algorithms for Hybrid Genetic Optimization

Initialize the population with binary encoding

Description

The initbin function is an initialization function that can be used for binary encoding. It generates an initial population of population size n and chromosome length m.

Usage

initbin(n, m, prevpop, type, ...)

Arguments

n	Population size
m	Chromosome length
prevpop	Matrix of solutions used in heuristic and hybrid initialization
type	Type of output matrix
...	Further arguments passed to or from other methods.

Value

The output matrix includes only chromosomes of initial population when type=2, otherwise The output matrix includes chromosomes of initial population and additional two empty columns for generation number and fitness values.

Author(s)

Zeynel Cebeci & Erkut Tekeli

See Also

initval, initperm, initnorm, initialize

Examples

n = 20  #Population size (number of chromosemes)
m = 5   #Number of gene (chromosome length)
population = initbin(n, m)
head(population, 4)
tail(population, 4)

adana documentation built on March 18, 2022, 6:03 p.m.