From 8570ec8cfce318c5c6fdf653df5b0dd94ffce63d Mon Sep 17 00:00:00 2001 From: Neale Pickett Date: Tue, 24 Apr 2012 13:01:07 -0600 Subject: [PATCH] Some GA work I did in 2010 --- evolve.ml | 167 ++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 167 insertions(+) create mode 100644 evolve.ml diff --git a/evolve.ml b/evolve.ml new file mode 100644 index 0000000..9a4c020 --- /dev/null +++ b/evolve.ml @@ -0,0 +1,167 @@ +type sensor = (int * int * int * bool) + +type tank = ( + string + * sensor + * sensor + * sensor + * sensor + * sensor + * sensor + * sensor + * sensor + * sensor + * sensor + * string list +) + +let symbols = [ + "~"; + "!"; + "+"; + "-"; + "*"; + "/"; + "%"; + "&"; + "|"; + "^"; + "<<"; + ">>"; + ">"; + ">="; + "<"; + "<="; + "="; + "<>"; + "abs"; + "dup"; + "pop"; + "exch"; + "if"; + "ifelse"; + "mset"; + "mget"; + "{"; + "}"; + "fire-ready?"; + "fire!"; + "set-speed!"; + "get-turret"; + "set-turret!"; + "sensor?"; + "set-led!"; + "random"; +] + +let make_nucleotide () = + Random.int ((List.length symbols) + 360 + 360) + + +let rec make_dna = function + | 0 -> + [] + | n -> + (make_nucleotide ()) :: (make_dna (n - 1)) + + +let rec program_of_dna = function + | [] -> + [] + | i :: tl -> + let s = + try + List.nth symbols i + with + | Failure _ + | Invalid_argument _ -> + string_of_int (i - (List.length symbols) - 360) + in + s :: (program_of_dna tl) + +let tank_of_dna d = + let color_of_dna = function + | r :: g :: b :: tl -> + (tl, (Format.sprintf "%02x%02x%02x" + ((abs r) mod 256) + ((abs g) mod 256) + ((abs b) mod 256))) + | tl -> + (tl, "cccccc") + in + let sensor_of_dna = function + | a :: b :: c :: d :: tl -> + (tl, (a, b, c, (d != 0))) + | tl -> + (tl, (0, 0, 0, false)) + in + let d, color = color_of_dna d in + let d, s0 = sensor_of_dna d in + let d, s1 = sensor_of_dna d in + let d, s2 = sensor_of_dna d in + let d, s3 = sensor_of_dna d in + let d, s4 = sensor_of_dna d in + let d, s5 = sensor_of_dna d in + let d, s6 = sensor_of_dna d in + let d, s7 = sensor_of_dna d in + let d, s8 = sensor_of_dna d in + let d, s9 = sensor_of_dna d in + let p = program_of_dna d in + (color, s0, s1, s2, s3, s4, s5, s6, s7, s8, s9, p) + + +let print_tank t = + let print_sensor (a, b, c, d) = + Format.printf "Sensor: %d %d %d %d\n" a b c (if d then 1 else 0) + in + match t with + | (color, s0, s1, s2, s3, s4, s5, s6, s7, s8, s9, p) -> + Format.printf "Color: #%s\n" color; + print_sensor s0; + print_sensor s1; + print_sensor s2; + print_sensor s3; + print_sensor s4; + print_sensor s5; + print_sensor s6; + print_sensor s7; + print_sensor s8; + print_sensor s9; + print_endline (String.concat " " p) + +let write_tank i t = + let fnprint fn str = + let filename = Format.sprintf "tank.%d/%s" i fn in + let chan = open_out filename in + output_string chan str; + close_out chan + in + let print_sensor n (a, b, c, d) = + fnprint + (Format.sprintf "sensor%d" n) + (Format.sprintf "Sensor: %d %d %d %d\n" a b c (if d then 1 else 0)) + in + match t with + | (color, s0, s1, s2, s3, s4, s5, s6, s7, s8, s9, p) -> + fnprint "color" color; + print_sensor 0 s0; + print_sensor 1 s1; + print_sensor 2 s2; + print_sensor 3 s3; + print_sensor 4 s4; + print_sensor 5 s5; + print_sensor 6 s6; + print_sensor 7 s7; + print_sensor 8 s8; + print_sensor 9 s9; + fnprint "program" (String.concat " " p) + +let _ = Random.self_init () + +let _ = + let dnas = + let t = Array.make 20 500 in + Array.map make_dna t + in + let tanks = Array.map tank_of_dna dnas in + Array.mapi write_tank tanks