initialize_population

Initializes the first population of search agents (prey) for the Marine Predators Algorithm.

Implementation of the Marine Predators Algorithm (MPA) in R. MPA is a
nature-inspired optimization algorithm that follows the rules governing optimal
foraging strategy and encounter rate policy between predator and prey in marine
ecosystems. Based on the paper by Faramarzi et al. (2020)
<doi:10.1016/j.eswa.2020.113377>.

Marc Grossouvre

marinepredator

Marine Predators Algorithm

 URBS company

Afshin Faramarzi

Seyedali Mirjalili

initialize_population function

<dl><dt>SearchAgents_no</dt>
<dd>Number of search agents</dd>
<dt>dim</dt>
<dd>Number of dimensions</dd>
<dt>ub</dt>
<dd>Upper bounds for each dimension</dd>
<dt>lb</dt>
<dd>Lower bounds for each dimension</dd></dl>

Arguments

Initialize Population — initialize_population

<dl>

<dt>SearchAgents_no</dt>
<dd>Number of search agents</dd>


<dt>dim</dt>
<dd>Number of dimensions</dd>


<dt>ub</dt>
<dd>Upper bounds for each dimension</dd>


<dt>lb</dt>
<dd>Lower bounds for each dimension</dd>

</dl>

initialize_population: Initialize Population

Description

Usage

Value

Arguments

Examples