create.pop

Generates an initial population for a genetic algorithm (GA). Each individual
is a binary chromosome represented by a numeric vector containing 0 and 1.

Automated population pharmacokinetic modeling framework for
data-driven initialisation, model evaluation, and metaheuristic
optimization. Supports genetic algorithms, ant colony optimization,
tabu search, and stepwise procedures for automated model selection
and parameter estimation within the nlmixr2 ecosystem.

Zhonghui Huang

nlmixr2auto

Automated Population Pharmacokinetic Modeling

Joseph Standing

Matthew Fidler

Frank Kloprogge

create.pop function

<dl><dt>npop</dt>
<dd>Integer. Number of individuals (chromosomes) in the population.</dd>
<dt>nbits</dt>
<dd>Integer. Number of bits in each chromosome.</dd></dl>

Arguments

Author

Create an initial GA population — create.pop

<dl>

<dt>npop</dt>
<dd>Integer. Number of individuals (chromosomes) in the population.</dd>


<dt>nbits</dt>
<dd>Integer. Number of bits in each chromosome.</dd>

</dl>

create.pop: Create an initial GA population

Description

Usage

Value

Arguments

Author

Details

Examples