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feat: Add Ruby code - chapter "Backtracking" (#1373)
* [feat] add ruby code - chapter backtracking * feat: add ruby code block - chapter backtracking
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=begin | ||
File: n_queens.rb | ||
Created Time: 2024-05-21 | ||
Author: Xuan Khoa Tu Nguyen ([email protected]) | ||
=end | ||
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### 回溯算法:n 皇后 ### | ||
def backtrack(row, n, state, res, cols, diags1, diags2) | ||
# 当放置完所有行时,记录解 | ||
if row == n | ||
res << state.map { |row| row.dup } | ||
return | ||
end | ||
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# 遍历所有列 | ||
for col in 0...n | ||
# 计算该格子对应的主对角线和次对角线 | ||
diag1 = row - col + n - 1 | ||
diag2 = row + col | ||
# 剪枝:不允许该格子所在列、主对角线、次对角线上存在皇后 | ||
if !cols[col] && !diags1[diag1] && !diags2[diag2] | ||
# 尝试:将皇后放置在该格子 | ||
state[row][col] = "Q" | ||
cols[col] = diags1[diag1] = diags2[diag2] = true | ||
# 放置下一行 | ||
backtrack(row + 1, n, state, res, cols, diags1, diags2) | ||
# 回退:将该格子恢复为空位 | ||
state[row][col] = "#" | ||
cols[col] = diags1[diag1] = diags2[diag2] = false | ||
end | ||
end | ||
end | ||
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### 求解 n 皇后 ### | ||
def n_queens(n) | ||
# 初始化 n*n 大小的棋盘,其中 'Q' 代表皇后,'#' 代表空位 | ||
state = Array.new(n) { Array.new(n, "#") } | ||
cols = Array.new(n, false) # 记录列是否有皇后 | ||
diags1 = Array.new(2 * n - 1, false) # 记录主对角线上是否有皇后 | ||
diags2 = Array.new(2 * n - 1, false) # 记录次对角线上是否有皇后 | ||
res = [] | ||
backtrack(0, n, state, res, cols, diags1, diags2) | ||
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res | ||
end | ||
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### Driver Code ### | ||
if __FILE__ == $0 | ||
n = 4 | ||
res = n_queens(n) | ||
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puts "输入棋盘长宽为 #{n}" | ||
puts "皇后放置方案共有 #{res.length} 种" | ||
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for state in res | ||
puts "--------------------" | ||
for row in state | ||
p row | ||
end | ||
end | ||
end |
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=begin | ||
File: permutations_i.rb | ||
Created Time: 2024-05-22 | ||
Author: Xuan Khoa Tu Nguyen ([email protected]) | ||
=end | ||
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### 回溯算法:全排列 I ### | ||
def backtrack(state, choices, selected, res) | ||
# 当状态长度等于元素数量时,记录解 | ||
if state.length == choices.length | ||
res << state.dup | ||
return | ||
end | ||
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# 遍历所有选择 | ||
choices.each_with_index do |choice, i| | ||
# 剪枝:不允许重复选择元素 | ||
unless selected[i] | ||
# 尝试:做出选择,更新状态 | ||
selected[i] = true | ||
state << choice | ||
# 进行下一轮选择 | ||
backtrack(state, choices, selected, res) | ||
# 回退:撤销选择,恢复到之前的状态 | ||
selected[i] = false | ||
state.pop | ||
end | ||
end | ||
end | ||
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### 全排列 I ### | ||
def permutations_i(nums) | ||
res = [] | ||
backtrack([], nums, Array.new(nums.length, false), res) | ||
res | ||
end | ||
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### Driver Code ### | ||
if __FILE__ == $0 | ||
nums = [1, 2, 3] | ||
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res = permutations_i(nums) | ||
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puts "输入数组 nums = #{nums}" | ||
puts "所有排列 res = #{res}" | ||
end |
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=begin | ||
File: permutations_ii.rb | ||
Created Time: 2024-05-22 | ||
Author: Xuan Khoa Tu Nguyen ([email protected]) | ||
=end | ||
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### 回溯算法:全排列 II ### | ||
def backtrack(state, choices, selected, res) | ||
# 当状态长度等于元素数量时,记录解 | ||
if state.length == choices.length | ||
res << state.dup | ||
return | ||
end | ||
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# 遍历所有选择 | ||
duplicated = Set.new | ||
choices.each_with_index do |choice, i| | ||
# 剪枝:不允许重复选择元素 且 不允许重复选择相等元素 | ||
if !selected[i] && !duplicated.include?(choice) | ||
# 尝试:做出选择,更新状态 | ||
duplicated.add(choice) | ||
selected[i] = true | ||
state << choice | ||
# 进行下一轮选择 | ||
backtrack(state, choices, selected, res) | ||
# 回退:撤销选择,恢复到之前的状态 | ||
selected[i] = false | ||
state.pop | ||
end | ||
end | ||
end | ||
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### 全排列 II ### | ||
def permutations_ii(nums) | ||
res = [] | ||
backtrack([], nums, Array.new(nums.length, false), res) | ||
res | ||
end | ||
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### Driver Code ### | ||
if __FILE__ == $0 | ||
nums = [1, 2, 2] | ||
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res = permutations_ii(nums) | ||
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puts "输入数组 nums = #{nums}" | ||
puts "所有排列 res = #{res}" | ||
end |
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33
codes/ruby/chapter_backtracking/preorder_traversal_i_compact.rb
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=begin | ||
File: preorder_traversal_i_compact.rb | ||
Created Time: 2024-05-22 | ||
Author: Xuan Khoa Tu Nguyen ([email protected]) | ||
=end | ||
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require_relative '../utils/tree_node' | ||
require_relative '../utils/print_util' | ||
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### 前序遍历:例题一 ### | ||
def pre_order(root) | ||
return unless root | ||
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# 记录解 | ||
$res << root if root.val == 7 | ||
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pre_order(root.left) | ||
pre_order(root.right) | ||
end | ||
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### Driver Code ### | ||
if __FILE__ == $0 | ||
root = arr_to_tree([1, 7, 3, 4, 5, 6, 7]) | ||
puts "\n初始化二叉树" | ||
print_tree(root) | ||
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# 前序遍历 | ||
$res = [] | ||
pre_order(root) | ||
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puts "\n输出所有值为 7 的节点" | ||
p $res.map { |node| node.val } | ||
end |
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codes/ruby/chapter_backtracking/preorder_traversal_ii_compact.rb
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=begin | ||
File: preorder_traversal_ii_compact.rb | ||
Created Time: 2024-05-22 | ||
Author: Xuan Khoa Tu Nguyen ([email protected]) | ||
=end | ||
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require_relative '../utils/tree_node' | ||
require_relative '../utils/print_util' | ||
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### 前序遍历:例题二 ### | ||
def pre_order(root) | ||
return unless root | ||
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# 尝试 | ||
$path << root | ||
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# 记录解 | ||
$res << $path.dup if root.val == 7 | ||
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pre_order(root.left) | ||
pre_order(root.right) | ||
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# 回退 | ||
$path.pop | ||
end | ||
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### Driver Code ### | ||
if __FILE__ == $0 | ||
root = arr_to_tree([1, 7, 3, 4, 5, 6, 7]) | ||
puts "\n初始化二叉树" | ||
print_tree(root) | ||
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# 前序遍历 | ||
$path, $res = [], [] | ||
pre_order(root) | ||
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puts "\n输出所有根节点到节点 7 的路径" | ||
for path in $res | ||
p path.map { |node| node.val } | ||
end | ||
end |
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42
codes/ruby/chapter_backtracking/preorder_traversal_iii_compact.rb
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=begin | ||
File: preorder_traversal_iii_compact.rb | ||
Created Time: 2024-05-22 | ||
Author: Xuan Khoa Tu Nguyen ([email protected]) | ||
=end | ||
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require_relative '../utils/tree_node' | ||
require_relative '../utils/print_util' | ||
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### 前序遍历:例题三 ### | ||
def pre_order(root) | ||
# 剪枝 | ||
return if !root || root.val == 3 | ||
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# 尝试 | ||
$path.append(root) | ||
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# 记录解 | ||
$res << $path.dup if root.val == 7 | ||
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pre_order(root.left) | ||
pre_order(root.right) | ||
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# 回退 | ||
$path.pop | ||
end | ||
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### Driver Code ### | ||
if __FILE__ == $0 | ||
root = arr_to_tree([1, 7, 3, 4, 5, 6, 7]) | ||
puts "\n初始化二叉树" | ||
print_tree(root) | ||
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# 前序遍历 | ||
$path, $res = [], [] | ||
pre_order(root) | ||
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puts "\n输出所有根节点到节点 7 的路径,路径中不包含值为 3 的节点" | ||
for path in $res | ||
p path.map { |node| node.val } | ||
end | ||
end |
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codes/ruby/chapter_backtracking/preorder_traversal_iii_template.rb
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=begin | ||
File: preorder_traversal_iii_template.rb | ||
Created Time: 2024-05-22 | ||
Author: Xuan Khoa Tu Nguyen ([email protected]) | ||
=end | ||
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require_relative '../utils/tree_node' | ||
require_relative '../utils/print_util' | ||
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### 判断当前状态是否为解 ### | ||
def is_solution?(state) | ||
!state.empty? && state.last.val == 7 | ||
end | ||
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### 记录解 ### | ||
def record_solution(state, res) | ||
res << state.dup | ||
end | ||
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### 判断在当前状态下,该选择是否合法 ### | ||
def is_valid?(state, choice) | ||
choice && choice.val != 3 | ||
end | ||
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### 更新状态 ### | ||
def make_choice(state, choice) | ||
state << choice | ||
end | ||
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### 恢复状态 ### | ||
def undo_choice(state, choice) | ||
state.pop | ||
end | ||
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### 回溯算法:例题三 ### | ||
def backtrack(state, choices, res) | ||
# 检查是否为解 | ||
record_solution(state, res) if is_solution?(state) | ||
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# 遍历所有选择 | ||
for choice in choices | ||
# 剪枝:检查选择是否合法 | ||
if is_valid?(state, choice) | ||
# 尝试:做出选择,更新状态 | ||
make_choice(state, choice) | ||
# 进行下一轮选择 | ||
backtrack(state, [choice.left, choice.right], res) | ||
# 回退:撤销选择,恢复到之前的状态 | ||
undo_choice(state, choice) | ||
end | ||
end | ||
end | ||
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### Driver Code ### | ||
if __FILE__ == $0 | ||
root = arr_to_tree([1, 7, 3, 4, 5, 6, 7]) | ||
puts "\n初始化二叉树" | ||
print_tree(root) | ||
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# 回溯算法 | ||
res = [] | ||
backtrack([], [root], res) | ||
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puts "\n输出所有根节点到节点 7 的路径,要求路径中不包含值为 3 的节点" | ||
for path in res | ||
p path.map { |node| node.val } | ||
end | ||
end |
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=begin | ||
File: subset_sum_i.rb | ||
Created Time: 2024-05-22 | ||
Author: Xuan Khoa Tu Nguyen ([email protected]) | ||
=end | ||
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### 回溯算法:子集和 I ### | ||
def backtrack(state, target, choices, start, res) | ||
# 子集和等于 target 时,记录解 | ||
if target.zero? | ||
res << state.dup | ||
return | ||
end | ||
# 遍历所有选择 | ||
# 剪枝二:从 start 开始遍历,避免生成重复子集 | ||
for i in start...choices.length | ||
# 剪枝一:若子集和超过 target ,则直接结束循环 | ||
# 这是因为数组已排序,后边元素更大,子集和一定超过 target | ||
break if target - choices[i] < 0 | ||
# 尝试:做出选择,更新 target, start | ||
state << choices[i] | ||
# 进行下一轮选择 | ||
backtrack(state, target - choices[i], choices, i, res) | ||
# 回退:撤销选择,恢复到之前的状态 | ||
state.pop | ||
end | ||
end | ||
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### 求解子集和 I ### | ||
def subset_sum_i(nums, target) | ||
state = [] # 状态(子集) | ||
nums.sort! # 对 nums 进行排序 | ||
start = 0 # 遍历起始点 | ||
res = [] # 结果列表(子集列表) | ||
backtrack(state, target, nums, start, res) | ||
res | ||
end | ||
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### Driver Code ### | ||
if __FILE__ == $0 | ||
nums = [3, 4, 5] | ||
target = 9 | ||
res = subset_sum_i(nums, target) | ||
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puts "输入数组 = #{nums}, target = #{target}" | ||
puts "所有和等于 #{target} 的子集 res = #{res}" | ||
end |
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