Grid Search

using FindSteadyStates

Method

The grid search algorithm provides a greedy search method to exploring all the parameter set. To use grid search method in FindSteadyStates.jl, the range of each agents can be assigned with the list of ranges.

Usage

The ranges are specified in ParameterGrid in the following way:

ranges = [(1.,10.,10), (1.,10.,20)] # (start, end, grid numer)
param_range = ParameterGrid(ranges)

julia> param_gen = ParameterGrid([(1.,10.,3), (4., 10., 2.)])
6-element ParameterGrid:
 [1.0, 4.0]
 [4.0, 4.0]
 [7.0, 4.0]
 [1.0, 7.0]
 [4.0, 7.0]
 [7.0, 7.0]

Reference

1. gridsearch.jl of ScikitLearn.jl . ([link](https://github.com/cstjean/ScikitLearn.jl/blob/master/src/gridsearch.jl))