/* * Copyright (C) 2020 Christopher J. Howard * * This file is part of Antkeeper source code. * * Antkeeper source code is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * Antkeeper source code is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with Antkeeper source code. If not, see . */ #ifndef ANTKEEPER_GENETIC_OPERATORS_HPP #define ANTKEEPER_GENETIC_OPERATORS_HPP #include #include namespace dna { /** * Performs a genetic crossover on a range of interleaved allele blocks defined by `[first1, last1)`. * * @param[in] first1,last1 First range of interleaved allele blocks to crossover. * @param[in] first2 Beginning of the the second range of interleaved allele blocks to crossover. * @param[out] d_first Beginning of the destination range. * @param[in,out] g A uniform random bit generator. * @return Output iterator to the block past the last block crossed over. */ template OutputIt crossover(InputIt1 first1, InputIt1 last1, InputIt2 first2, OutputIt d_first, URBG&& g) { typedef typename std::iterator_traits::value_type block_t; static constexpr std::size_t bits_per_block = sizeof(block_t) << 3; while (first1 != last1) { block_t block = 0; for (std::size_t i = 0; i < bits_per_block;) { block_t allele1 = ((*first1) >> (i + (g() % 2))) & 1; block_t allele2 = ((*first2) >> (i + (g() % 2))) & 1; block |= allele1 << i++; block |= allele2 << i++; } *d_first++ = block; ++first1; ++first2; } return d_first; } /** * Performs a genetic mutation by flipping the bit of a single allele in a range of interleaved allele blocks defined by `[first1, last1)`. * * @param[in,out] first,last Range of interleaved allele blocks to mutate. * @param[in,out] g A uniform random bit generator. * @return Locus of the mutated allele. */ template typename std::iterator_traits::difference_type mutate(RandomIt first, RandomIt last, URBG&& g) { typedef typename std::iterator_traits::value_type block_t; typedef typename std::iterator_traits::difference_type diff_t; static constexpr diff_t bits_per_block = sizeof(block_t) << 3; diff_t i = g() % ((last - first) * bits_per_block); first[i / bits_per_block] ^= block_t(1) << (i % bits_per_block); return i; } } // namespace dna #endif // ANTKEEPER_GENETIC_OPERATORS_HPP