結果

問題 No.5020 Averaging
ユーザー tomeruntomerun
提出日時 2024-02-25 15:19:41
言語 Crystal
(1.11.2)
結果
AC  
実行時間 903 ms / 1,000 ms
コード長 4,850 bytes
コンパイル時間 17,058 ms
コンパイル使用メモリ 291,904 KB
実行使用メモリ 6,676 KB
スコア 42,030,763
最終ジャッジ日時 2024-02-25 15:20:50
合計ジャッジ時間 59,641 ms
ジャッジサーバーID
(参考情報)
judge12 / judge15
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テストケース

テストケース表示
入力 結果 実行時間
実行使用メモリ
testcase_00 AC 902 ms
6,548 KB
testcase_01 AC 903 ms
6,676 KB
testcase_02 AC 903 ms
6,676 KB
testcase_03 AC 902 ms
6,676 KB
testcase_04 AC 902 ms
6,676 KB
testcase_05 AC 902 ms
6,676 KB
testcase_06 AC 902 ms
6,676 KB
testcase_07 AC 902 ms
6,676 KB
testcase_08 AC 902 ms
6,676 KB
testcase_09 AC 902 ms
6,676 KB
testcase_10 AC 902 ms
6,676 KB
testcase_11 AC 902 ms
6,676 KB
testcase_12 AC 902 ms
6,676 KB
testcase_13 AC 903 ms
6,676 KB
testcase_14 AC 903 ms
6,676 KB
testcase_15 AC 902 ms
6,676 KB
testcase_16 AC 902 ms
6,676 KB
testcase_17 AC 902 ms
6,676 KB
testcase_18 AC 902 ms
6,676 KB
testcase_19 AC 903 ms
6,676 KB
testcase_20 AC 902 ms
6,676 KB
testcase_21 AC 902 ms
6,676 KB
testcase_22 AC 903 ms
6,676 KB
testcase_23 AC 903 ms
6,676 KB
testcase_24 AC 902 ms
6,676 KB
testcase_25 AC 902 ms
6,676 KB
testcase_26 AC 902 ms
6,676 KB
testcase_27 AC 902 ms
6,676 KB
testcase_28 AC 902 ms
6,676 KB
testcase_29 AC 902 ms
6,676 KB
testcase_30 AC 902 ms
6,676 KB
testcase_31 AC 902 ms
6,676 KB
testcase_32 AC 902 ms
6,676 KB
testcase_33 AC 902 ms
6,676 KB
testcase_34 AC 902 ms
6,676 KB
testcase_35 AC 903 ms
6,676 KB
testcase_36 AC 902 ms
6,676 KB
testcase_37 AC 902 ms
6,676 KB
testcase_38 AC 903 ms
6,676 KB
testcase_39 AC 902 ms
6,676 KB
testcase_40 AC 903 ms
6,676 KB
testcase_41 AC 902 ms
6,676 KB
testcase_42 AC 903 ms
6,676 KB
testcase_43 AC 903 ms
6,676 KB
testcase_44 AC 903 ms
6,676 KB
testcase_45 AC 902 ms
6,676 KB
testcase_46 AC 902 ms
6,676 KB
testcase_47 AC 902 ms
6,676 KB
testcase_48 AC 903 ms
6,676 KB
testcase_49 AC 901 ms
6,676 KB
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ソースコード

diff #

START_TIME = Time.utc.to_unix_ms
TL         = (ENV["TL"]? || 900).to_i
PART       = (ENV["PART"]? || 1).to_i
IC         = (ENV["IC"]? || 1).to_f
FC         = (ENV["FC"]? || 50).to_f
N          = 45
INF        = 1u64 << 62
MED        = 500_000_000_000_000_000i64
RND        = Random.new(2)

alias PI = Tuple(Int32, Int32)

macro debug(msg)
  {% if flag?(:local) %}
    STDERR.puts({{msg}})
  {% end %}
end

macro debugf(format_string, *args)
  {% if flag?(:local) %}
    STDERR.printf({{format_string}}, {{*args}})
  {% end %}
end

def crash(msg, caller_line = __LINE__)
  puts "[ERROR] line #{caller_line}: #{msg}"
  exit
end

macro assert(cond, msg = "", caller_line = __LINE__)
  {% if flag?(:local) %}
    if !({{cond}})
      crash({{msg}}, {{caller_line}})
    end
  {% end %}
end

record Pos, y : Int32, x : Int32

class Result
  property :pairs, :v0, :v1
  getter :score
  @score : Float64

  def initialize(@pairs : Array(PI), @v0 : Int64, @v1 : Int64)
    @score = Math.log10({(@v0 - MED).abs, (@v1 - MED).abs}.max + 1)
  end

  def to_s(io)
    io << "#{@pairs.size}\n" << @pairs.map { |p| {p[0] + 1, p[1] + 1}.join(" ") }.join("\n")
  end
end

RES_EMPTY = Result.new([] of PI, 0u64, 0u64)

def dist(y0, x0, y1, x1)
  return (y0 - y1).abs + (x0 - x1).abs
end

def dist(p0, p1)
  return (p0.y - p1.y).abs + (p0.x - p1.x).abs
end

STATE_EMPTY = State.new([INF], 0, [] of Int32, nil, INF)

class Solver
  def initialize(@a : Array(Int64), @b : Array(Int64))
  end

  def solve(timelimit)
    av = @a.map { |v| v >> 10 }
    bv = @b.map { |v| v >> 10 }
    level = [1] * 2 + [2] * 3 + [4] * 8 + [8] * 9 + [16] * 9 + [32] * 8 + [64] * 4 + [128] * 2
    N.times do |i|
      level.swap(i, RND.rand(N - i) + i)
    end
    med = MED
    sum_a = N.times.sum { |i| av[i] * level[i] }
    sum_b = N.times.sum { |i| bv[i] * level[i] }
    cost = (sum_a - med).to_f ** 2 + (sum_b - med).to_f ** 2
    best_cost = cost
    best_level = level.dup
    debug("initial_cost:#{cost} #{sum_a} #{sum_b} #{med}")
    turn = 0
    cooler = IC
    init_time = Time.utc.to_unix_ms
    while true
      turn += 1
      if (turn & 0xFFF) == 0
        cur_time = Time.utc.to_unix_ms
        if cur_time > timelimit
          debug("turn:#{turn}\n")
          break
        end
        ratio = (cur_time - init_time) / (timelimit - init_time)
        cooler = (1.0 - ratio) * IC + ratio * FC
      end
      v0 = RND.rand(N)
      v1 = RND.rand(N - 1)
      v1 += 1 if v1 >= v0
      while level[v0] == level[v1]
        v0 = RND.rand(N)
        v1 = RND.rand(N - 1)
        v1 += 1 if v1 >= v0
      end
      na = sum_a + av[v0] * (level[v1] - level[v0]) + av[v1] * (level[v0] - level[v1])
      nb = sum_b + bv[v0] * (level[v1] - level[v0]) + bv[v1] * (level[v0] - level[v1])
      nc = (na - med).to_f ** 2 + (nb - med).to_f ** 2
      if (accept(nc, cost, cooler) || (turn & 0xFF) == 0)
        cost = nc
        level.swap(v0, v1)
        sum_a = na
        sum_b = nb
        if nc < best_cost
          debug("best_cost:#{nc} turn:#{turn} diff_a:#{sum_a - med} diff_b:#{sum_b - med}")
          best_cost = nc
          best_level = level.dup
        end
      end
    end
    ords = Array.new(11) { [] of Int32 }
    N.times { |i| ords[best_level[i].trailing_zeros_count] << i }
    ans = [] of PI
    la = @a.dup
    lb = @b.dup
    ords.size.times do |i|
      ord = ords[i]
      debug(ord.size)
      while ord.size > 1
        i0 = ord.pop
        i1 = ord.pop
        ans << {i0, i1}
        ords[i + 1] << {i0, i1}.min
        sa = (la[i0] + la[i1]) // 2
        sb = (lb[i0] + lb[i1]) // 2
        la[i0] = la[i1] = sa
        lb[i0] = lb[i1] = sb
      end
    end
    return Result.new(ans, la[0], lb[0])
  end

  def accept(new_cost, old_cost, cooler)
    return true if new_cost <= old_cost
    return false
    # diff = new_cost - old_cost
    # diff = Math.log10(new_cost) - Math.log10(old_cost)
    # v = -diff * cooler
    # # v = -diff / old_cost * cooler
    # return false if v < -8
    # return RND.rand < Math.exp(v)
  end
end

def main
  gets
  a = [] of Int64
  b = [] of Int64
  N.times do |i|
    u, v = read_line.split.map(&.to_i64)
    a << u
    b << v
  end
  solver = Solver.new(a, b)
  best_res = Result.new([] of PI, a[0], b[0])
  # turn = 0
  # while Time.utc.to_unix_ms - START_TIME < TL
  #   res = solver.solve(START_TIME + TL)
  #   if res.cost < best_res.cost
  #     debug("best_cost:#{res.cost} at turn:#{turn}")
  #     best_res = res
  #   end
  #   turn += 1
  # end
  # debug("turn:#{turn}")
  part = PART
  part.times do |i|
    res = solver.solve(START_TIME + TL * (i + 1) // part)
    if res.score < best_res.score
      best_res = res
    end
  end
  puts best_res
  {% if flag?(:local) %}
    STDERR.printf("raw:%7f score:%d\n", best_res.score, (2000000 - 100000 * best_res.score).floor)
  {% end %}
end

main
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