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-rw-r--r--evolver/evolver.cpp296
1 files changed, 296 insertions, 0 deletions
diff --git a/evolver/evolver.cpp b/evolver/evolver.cpp
new file mode 100644
index 0000000..5e649da
--- /dev/null
+++ b/evolver/evolver.cpp
@@ -0,0 +1,296 @@
+#include <lib94/lib94.hpp>
+#include <filesystem>
+#include <algorithm>
+#include <iostream>
+#include <fstream>
+#include <random>
+#include <vector>
+#include <ctime>
+
+const lib94::warrior *warrior_to_beat;
+
+constexpr int score_rounds = 50;
+constexpr int rounds_to_tie = 1000000;
+constexpr int warriors_per_generation = 100;
+
+struct winfo {
+ lib94::warrior w;
+ int score;
+};
+
+std::vector<winfo> current_generation;
+int generation_number;
+
+std::default_random_engine prng;
+
+//sets random opcode, modifier, and modes
+void random_instruction(lib94::instruction &instr) {
+ std::uniform_int_distribution<int> opcode_dist(lib94::DAT, lib94::NOP);
+ std::uniform_int_distribution<int> modifier_dist(lib94::A, lib94::I);
+ std::uniform_int_distribution<int> mode_dist(lib94::IMMEDIATE, lib94::B_INCREMENT);
+ instr.op = (lib94::opcode)opcode_dist(prng);
+ instr.mod = (lib94::modifier)modifier_dist(prng);
+ instr.amode = (lib94::mode)mode_dist(prng);
+ instr.bmode = (lib94::mode)mode_dist(prng);
+}
+
+//sets random numbers
+void random_numbers(lib94::instruction &instr) {
+ std::uniform_int_distribution<lib94::number_t> number_dist(0, LIB94_CORE_SIZE - 1);
+ instr.anumber = number_dist(prng);
+ instr.bnumber = number_dist(prng);
+}
+
+//sets random numbers within a range; left_limit and right_limit are assumed to be >= -LIB94_CORE_SIZE
+void random_numbers(lib94::instruction &instr, std::make_signed_t<lib94::number_t> left_limit, std::make_signed_t<lib94::number_t> right_limit) {
+ std::uniform_int_distribution<std::make_signed_t<lib94::number_t>> number_dist(left_limit, right_limit);
+ instr.anumber = (number_dist(prng) + LIB94_CORE_SIZE) % LIB94_CORE_SIZE;
+ instr.bnumber = (number_dist(prng) + LIB94_CORE_SIZE) % LIB94_CORE_SIZE;
+}
+
+void random_warrior(lib94::warrior &w) {
+
+ std::uniform_int_distribution<int> length_dist(1, 10);
+ int length = length_dist(prng);
+ w.instructions.resize(length);
+
+ for (int i = 0; i < length; ++i) {
+ random_instruction(w.instructions[i]);
+ //allow numbers to point up to one instruction before or after warrior
+ random_numbers(w.instructions[i], -i - 1, length - i);
+ }
+
+ std::uniform_int_distribution<int> org_dist(0, length - 1);
+ w.org = org_dist(prng);
+
+}
+
+void mutate(lib94::warrior &w) {
+
+ std::uniform_int_distribution<int> case_dist(0, 9);
+
+ while (true) {
+
+ std::uniform_int_distribution<int> instr_dist(0, w.instructions.size() - 1);
+ int instr = instr_dist(prng);
+
+ lib94::instruction i;
+
+ switch (case_dist(prng)) {
+
+ case 0:
+ return;
+
+ case 1:
+ case 2:
+ random_instruction(w.instructions[instr]);
+ break;
+
+ case 3:
+ case 4:
+ random_numbers(w.instructions[instr], -instr - 1, w.instructions.size() - instr);
+ break;
+
+ case 5:
+ random_numbers(w.instructions[instr]);
+ break;
+
+ case 6:
+ random_instruction(i);
+ random_numbers(i, -instr - 1, w.instructions.size() + 1 - instr);
+ w.instructions.insert(w.instructions.cbegin() + instr, i);
+ break;
+
+ case 7:
+ random_instruction(i);
+ random_numbers(i, -instr - 2, w.instructions.size() - instr);
+ w.instructions.insert(w.instructions.cbegin() + instr + 1, i);
+ break;
+
+ case 8:
+ case 9:
+ if (w.instructions.size() > 1)
+ w.instructions.erase(w.instructions.cbegin() + instr);
+ break;
+
+ }
+
+ }
+
+}
+
+void crossover(const lib94::warrior &a, const lib94::warrior &b, lib94::warrior &c) {
+
+ std::uniform_int_distribution<int> b_offset_dist(0, a.instructions.size());
+ int b_offset = b_offset_dist(prng);
+
+ std::uniform_int_distribution<int> b_start_dist(b_offset, std::min(a.instructions.size(), b_offset + b.instructions.size()));
+ int b_start = b_start_dist(prng);
+
+ std::uniform_int_distribution<int> b_end_dist(b_start, std::min(a.instructions.size(), b_offset + b.instructions.size()));
+ int b_end = b_end_dist(prng);
+
+ c.instructions.resize(a.instructions.size());
+ std::copy(a.instructions.cbegin(), a.instructions.cbegin() + b_start, c.instructions.begin());
+ std::copy(b.instructions.cbegin() + b_start - b_offset, b.instructions.cbegin() + b_end - b_offset, c.instructions.begin() + b_start);
+ std::copy(a.instructions.cbegin() + b_end, a.instructions.cend(), c.instructions.begin() + b_end);
+
+ c.org = a.org;
+
+}
+
+const lib94::instruction background = {
+ .op = lib94::DAT,
+ .mod = lib94::F,
+ .amode = lib94::DIRECT,
+ .bmode = lib94::DIRECT,
+ .anumber = 0,
+ .bnumber = 0
+};
+
+int main(int argc, char **argv) {
+
+ prng.seed(time(0));
+
+ if (argc != 3) {
+ std::cerr << "please call this with the path to a warrior to beat followed by the path to a directory to store the outputs." << std::endl;
+ return 1;
+ }
+
+ try {
+ warrior_to_beat = lib94::compile_warrior_from_file(argv[1]);
+ }
+ catch (const lib94::compiler_exception &ex) {
+ std::cerr << "error compiling " << argv[1] << ": " << ex.message << " on line " << ex.source_line_number << '.' << std::endl;
+ return 1;
+ }
+
+ if (!warrior_to_beat) {
+ std::cerr << "could not open " << argv[1] << '.' << std::endl;
+ return 1;
+ }
+
+ std::filesystem::path output_dir(argv[2]);
+
+ if (std::filesystem::exists(output_dir)) {
+ std::cerr << output_dir << " already exists." << std::endl;
+ return 1;
+ }
+
+ if (!std::filesystem::create_directories(output_dir)) {
+ std::cerr << "could not create " << output_dir << '.' << std::endl;
+ return 1;
+ }
+
+ generation_number = 1;
+ current_generation.resize(warriors_per_generation);
+ for (int i = 0; i < warriors_per_generation; ++i) {
+ random_warrior(current_generation[i].w);
+ current_generation[i].w.name = "g1w" + std::to_string(i + 1);
+ current_generation[i].score = -1;
+ }
+
+ int last_best_score = 0;
+
+ while (true) {
+
+ std::shuffle(current_generation.begin(), current_generation.end(), prng);
+
+ std::cout << "generation " << generation_number << ". " << std::flush;
+
+ int best_score = 0;
+ const lib94::warrior *best_w = &current_generation[0].w;
+
+ int total_score = 0;
+
+ for (winfo &wi : current_generation) {
+
+ if (wi.score == -1) {
+
+ const lib94::warrior *ws[2] = { warrior_to_beat, &wi.w };
+ int score = score_rounds;
+
+ for (int i = 0; i < score_rounds; ++i) {
+ const lib94::warrior *winner = lib94::do_round(background, ws, 2, 0, true, rounds_to_tie);
+ if (winner == warrior_to_beat)
+ --score;
+ else if (winner != 0)
+ ++score;
+ }
+
+ wi.score = score;
+
+ }
+
+ if (wi.score > best_score) {
+ best_score = wi.score;
+ best_w = &wi.w;
+ }
+
+ total_score += wi.score;
+
+ }
+
+ std::cout << "average / maximum score " << (double)total_score / current_generation.size() << " / " << best_score << ". " << std::endl;
+
+ if (best_score > last_best_score) {
+
+ last_best_score = best_score;
+
+ std::filesystem::path file_path = output_dir / (std::to_string(generation_number) + ".red");
+ std::ofstream file(file_path);
+
+ if (!file) {
+ std::cerr << "could not open " << file_path << '.' << std::endl;
+ return 1;
+ }
+
+ file << ";author evolver\n;name " << best_w->name << "\n;score = " << best_score << " / " << score_rounds * 2 << "\norg " << best_w->org << '\n';
+ for (const lib94::instruction &i : best_w->instructions)
+ file << lib94::instruction_to_string(i) << '\n';
+
+ file.close();
+
+ if (best_score == score_rounds * 2) {
+ std::cout << "perfect score reached." << std::endl;
+ return 0;
+ }
+
+ }
+
+ ++generation_number;
+
+ std::vector<winfo> new_warriors;
+ new_warriors.reserve(current_generation.size() + 2);
+
+ new_warriors.push_back({.w = *best_w, .score = best_score});
+
+ std::uniform_int_distribution<int> score_at_least(best_score > score_rounds ? score_rounds : 0, best_score > score_rounds ? score_rounds * 2 + 1 : score_rounds);
+
+ for (const winfo &wi : current_generation)
+ if (wi.score >= score_at_least(prng))
+ new_warriors.push_back(wi);
+
+ std::uniform_int_distribution<int> warrior_dist(0, new_warriors.size() - 1);
+
+ do {
+
+ lib94::warrior w1 = new_warriors[warrior_dist(prng)].w;
+ lib94::warrior w2 = new_warriors[warrior_dist(prng)].w;
+
+ mutate(w1);
+ mutate(w2);
+
+ lib94::warrior w;
+ crossover(w1, w2, w);
+ w.name = "g" + std::to_string(generation_number) + "w" + std::to_string(new_warriors.size() + 1);
+
+ new_warriors.push_back({.w = w, .score = -1});
+
+ } while (new_warriors.size() < warriors_per_generation);
+
+ current_generation = std::move(new_warriors);
+
+ }
+
+}
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