SQUIRE (version 1.0.1)

optimize_simple: Simple Parameter Optimization Without GALAHAD

Description

A simplified version of parameter optimization that doesn't require GALAHAD. Used for examples and testing when GALAHAD is not available.

Usage

optimize_simple(data, constraints = "positive")

Value

Named vector of parameters: rate, offset, scale

Arguments

data

Data frame with time and response columns

constraints

Character vector specifying constraints ("positive", "none")

Examples

# Create simple growth data
simple_data <- data.frame(
  time = rep(0:7, 4),
  response = rnorm(32, mean = rep(seq(0, 50, length.out = 8), 4), sd = 2)
)

# Optimize parameters
params <- optimize_simple(simple_data, constraints = "positive")
print(params)