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RENT.cs
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using System;
using System.Collections.Generic;
using System.IO;
using System.Text;
// https://www.spoj.com/problems/RENT/ #binary-search #dynamic-programming-1d #sorting
// Finds which flight orders to accept, given their duration and profit.
public static class RENT
{
public static int Solve(int orderCount, FlightOrder[] orders)
{
// Sort by ascending end time.
Array.Sort(orders, (f1, f2) => f1.EndTime.CompareTo(f2.EndTime));
// For the DP, store the best profit we can get through the end times we've seen so far.
var bestEndTimeProfits = new List<EndTimeProfit>(capacity: orders.Length)
{
new EndTimeProfit(endTime: 0, profit: 0)
};
int bestProfitSoFar = 0;
for (int o = 0; o < orderCount; o++)
{
var order = orders[o];
int bestProfitUsingOrder = order.Profit
+ bestEndTimeProfits[BinarySearch.Search(
start: 0,
end: bestEndTimeProfits.Count - 1,
// If we use this order, it blocks everything from its start time to its
// end time. So find the best profit using flights ending before its start time.
verifier: i => bestEndTimeProfits[i].EndTime <= order.StartTime,
mode: BinarySearch.Mode.TrueToFalse).Value].Profit;
bestProfitSoFar = Math.Max(bestProfitSoFar, bestProfitUsingOrder);
bestEndTimeProfits.Add(new EndTimeProfit(
endTime: order.EndTime,
profit: bestProfitSoFar));
}
return bestProfitSoFar;
}
}
public struct FlightOrder
{
public FlightOrder(int startTime, int duration, int profit)
{
StartTime = startTime;
EndTime = startTime + duration;
Profit = profit;
}
public int StartTime { get; }
public int EndTime { get; }
public int Profit { get; }
}
public struct EndTimeProfit
{
public EndTimeProfit(int endTime, int profit)
{
EndTime = endTime;
Profit = profit;
}
public int EndTime { get; }
public int Profit { get; }
}
// This facilitates predicate-based binary searching, where the values being searched on
// satisfy the predicate in an ordered manner, in one of two ways:
// [false false false ... false true ... true true true] (true => anything larger is true)
// [true true true ... true false ... false false false] (true => anything smaller is true)
// In the first, the goal of the search is to locate the smallest value satisfying the predicate.
// In the second, the goal of the search is to locate the largest value satisfying the predicate.
// For more info, see: https://www.topcoder.com/community/data-science/data-science-tutorials/binary-search/.
public static class BinarySearch
{
public enum Mode
{
FalseToTrue,
TrueToFalse
};
public static int? Search(int start, int end, Predicate<int> verifier, Mode mode)
=> mode == Mode.FalseToTrue
? SearchFalseToTrue(start, end, verifier)
: SearchTrueToFalse(start, end, verifier);
private static int? SearchFalseToTrue(int start, int end, Predicate<int> verifier)
{
if (start > end) return null;
int mid;
while (start != end)
{
mid = start + (end - start) / 2;
if (verifier(mid))
{
end = mid;
}
else
{
start = mid + 1;
}
}
return verifier(start) ? start : (int?)null;
}
private static int? SearchTrueToFalse(int start, int end, Predicate<int> verifier)
{
if (start > end) return null;
int mid;
while (start != end)
{
mid = start + (end - start + 1) / 2;
if (verifier(mid))
{
start = mid;
}
else
{
end = mid - 1;
}
}
return verifier(start) ? start : (int?)null;
}
}
public static class Program
{
private static void Main()
{
var output = new StringBuilder();
int remainingTestCases = FastIO.ReadNonNegativeInt();
while (remainingTestCases-- > 0)
{
int orderCount = FastIO.ReadNonNegativeInt();
var orders = new FlightOrder[orderCount];
for (int o = 0; o < orderCount; ++o)
{
orders[o] = new FlightOrder(
startTime: FastIO.ReadNonNegativeInt(),
duration: FastIO.ReadNonNegativeInt(),
profit: FastIO.ReadNonNegativeInt());
}
output.Append(
RENT.Solve(orderCount, orders));
output.AppendLine();
}
Console.Write(output);
}
}
// This is based in part on submissions from https://www.codechef.com/status/INTEST.
// It's assumed the input is well-formed, so if you try to read an integer when no
// integers remain in the input, there's undefined behavior (infinite loop).
// NOTE: FastIO might not be necessary, but the problem came with an IO warning.
public static class FastIO
{
private const byte _null = (byte)'\0';
private const byte _newLine = (byte)'\n';
private const byte _minusSign = (byte)'-';
private const byte _zero = (byte)'0';
private const int _inputBufferLimit = 8192;
private static readonly Stream _inputStream = Console.OpenStandardInput();
private static readonly byte[] _inputBuffer = new byte[_inputBufferLimit];
private static int _inputBufferSize = 0;
private static int _inputBufferIndex = 0;
private static byte ReadByte()
{
if (_inputBufferIndex == _inputBufferSize)
{
_inputBufferIndex = 0;
_inputBufferSize = _inputStream.Read(_inputBuffer, 0, _inputBufferLimit);
if (_inputBufferSize == 0)
return _null; // All input has been read.
}
return _inputBuffer[_inputBufferIndex++];
}
public static int ReadNonNegativeInt()
{
byte digit;
// Consume and discard whitespace characters (their ASCII codes are all < _minusSign).
do
{
digit = ReadByte();
}
while (digit < _minusSign);
// Build up the integer from its digits, until we run into whitespace or the null byte.
int result = digit - _zero;
while (true)
{
digit = ReadByte();
if (digit < _zero) break;
result = result * 10 + (digit - _zero);
}
return result;
}
}