Extreme optimization of THRO

.JuliaFormatter.toml

@@ -3,4 +3,10 @@ margin = 200
 remove_extra_newlines = true
 trailing_zero = false
 join_lines_based_on_source = true
-whitespace_in_kwargs = false
+whitespace_in_kwargs = false
+annotate_untyped_fields_with_any = false
+align_assignment   = true
+align_struct_field = true
+align_conditional  = true
+align_pair_arrow   = true
+align_matrix       = true

docs/src/example.md

@@ -9,22 +9,11 @@ with ``a = 20``, ``b = 0.2``, ``c = 2π``, and global minimum at ``x=0``.
 
 ```@example
 using MetaheuristicsAlgorithms
-using Statistics: mean
-
-function Ackley(x::Vector{Float64})::Float64
-    a = 20.0
-    b = 0.2
-    c = 2π
-
-    term1 = -a * exp(-b * sqrt(mean(x.^2)))
-    term2 = -exp(mean(cos.(c * x)))
-
-    return term1 + term2 + a + exp(1)
-end
+import MetaheuristicsAlgorithms as MA
 
 lb = [-32.768 for _ = 1:5]
 ub = [ 32.768 for _ = 1:5]
-result = AEO(Ackley, lb, ub, 100, 1000)
+result = AEO(MA.Ackley, lb, ub, 100, 1000)
 convergence_curve(result)
 ```
 

src/MetaheuristicsAlgorithms.jl

@@ -11,7 +11,7 @@ using Random,
 # abstract type OptimizationResult end 
 
 struct OptimizationResult
-    bestX::Vector
+    bestX::Vector{Float64}
     bestF::Float64
     his_best_fit::Vector{Float64}
 end
@@ -142,6 +142,7 @@ include("algo/SSA.jl")
 include("algo/STOA.jl")
 include("algo/SuperbFOA.jl")
 include("algo/SupplyDO.jl")
+include("algo/THRO.jl")
 include("algo/TLBO.jl")
 include("algo/TLCO.jl")
 include("algo/TOC.jl")