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ojanacek
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Oct 21, 2015
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...teForce/KnapsackProblem.BruteForce.csproj → ...ics/KnapsackProblem.BFvsHeuristics.csproj
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<?xml version="1.0" encoding="utf-8"?> | ||
<Project ToolsVersion="14.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> | ||
<Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> | ||
<PropertyGroup> | ||
<Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> | ||
<Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> | ||
<ProjectGuid>{F1874205-A569-4348-9791-898A2F161DEF}</ProjectGuid> | ||
<OutputType>Exe</OutputType> | ||
<AppDesignerFolder>Properties</AppDesignerFolder> | ||
<RootNamespace>KnapsackProblem.BruteForce</RootNamespace> | ||
<AssemblyName>KnapsackProblem.BruteForce</AssemblyName> | ||
<TargetFrameworkVersion>v4.6</TargetFrameworkVersion> | ||
<FileAlignment>512</FileAlignment> | ||
<AutoGenerateBindingRedirects>true</AutoGenerateBindingRedirects> | ||
</PropertyGroup> | ||
<PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> | ||
<PlatformTarget>AnyCPU</PlatformTarget> | ||
<DebugSymbols>true</DebugSymbols> | ||
<DebugType>full</DebugType> | ||
<Optimize>false</Optimize> | ||
<OutputPath>bin\Debug\</OutputPath> | ||
<DefineConstants>DEBUG;TRACE</DefineConstants> | ||
<ErrorReport>prompt</ErrorReport> | ||
<WarningLevel>4</WarningLevel> | ||
</PropertyGroup> | ||
<PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> | ||
<PlatformTarget>AnyCPU</PlatformTarget> | ||
<DebugType>pdbonly</DebugType> | ||
<Optimize>true</Optimize> | ||
<OutputPath>bin\Release\</OutputPath> | ||
<DefineConstants>TRACE</DefineConstants> | ||
<ErrorReport>prompt</ErrorReport> | ||
<WarningLevel>4</WarningLevel> | ||
</PropertyGroup> | ||
<ItemGroup> | ||
<Reference Include="System" /> | ||
</ItemGroup> | ||
<ItemGroup> | ||
<Compile Include="Program.cs" /> | ||
<Compile Include="Properties\AssemblyInfo.cs" /> | ||
</ItemGroup> | ||
<ItemGroup> | ||
<None Include="App.config" /> | ||
</ItemGroup> | ||
<Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> | ||
<?xml version="1.0" encoding="utf-8"?> | ||
<Project ToolsVersion="14.0" DefaultTargets="Build" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> | ||
<Import Project="$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props" Condition="Exists('$(MSBuildExtensionsPath)\$(MSBuildToolsVersion)\Microsoft.Common.props')" /> | ||
<PropertyGroup> | ||
<Configuration Condition=" '$(Configuration)' == '' ">Debug</Configuration> | ||
<Platform Condition=" '$(Platform)' == '' ">AnyCPU</Platform> | ||
<ProjectGuid>{F1874205-A569-4348-9791-898A2F161DEF}</ProjectGuid> | ||
<OutputType>Exe</OutputType> | ||
<AppDesignerFolder>Properties</AppDesignerFolder> | ||
<RootNamespace>KnapsackProblem.BFvsHeuristics</RootNamespace> | ||
<AssemblyName>KnapsackProblem.BFvsHeuristics</AssemblyName> | ||
<TargetFrameworkVersion>v4.6</TargetFrameworkVersion> | ||
<FileAlignment>512</FileAlignment> | ||
<AutoGenerateBindingRedirects>true</AutoGenerateBindingRedirects> | ||
</PropertyGroup> | ||
<PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Debug|AnyCPU' "> | ||
<PlatformTarget>AnyCPU</PlatformTarget> | ||
<DebugSymbols>true</DebugSymbols> | ||
<DebugType>full</DebugType> | ||
<Optimize>false</Optimize> | ||
<OutputPath>bin\Debug\</OutputPath> | ||
<DefineConstants>DEBUG;TRACE</DefineConstants> | ||
<ErrorReport>prompt</ErrorReport> | ||
<WarningLevel>4</WarningLevel> | ||
</PropertyGroup> | ||
<PropertyGroup Condition=" '$(Configuration)|$(Platform)' == 'Release|AnyCPU' "> | ||
<PlatformTarget>AnyCPU</PlatformTarget> | ||
<DebugType>pdbonly</DebugType> | ||
<Optimize>true</Optimize> | ||
<OutputPath>bin\Release\</OutputPath> | ||
<DefineConstants>TRACE</DefineConstants> | ||
<ErrorReport>prompt</ErrorReport> | ||
<WarningLevel>4</WarningLevel> | ||
</PropertyGroup> | ||
<ItemGroup> | ||
<Reference Include="System" /> | ||
</ItemGroup> | ||
<ItemGroup> | ||
<Compile Include="Program.cs" /> | ||
<Compile Include="Properties\AssemblyInfo.cs" /> | ||
</ItemGroup> | ||
<ItemGroup> | ||
<None Include="App.config" /> | ||
</ItemGroup> | ||
<ItemGroup> | ||
<ProjectReference Include="..\KnapsackProblem.Common\KnapsackProblem.Common.csproj"> | ||
<Project>{d69e0ecc-70c5-41c3-abba-e4f385e6982a}</Project> | ||
<Name>KnapsackProblem.Common</Name> | ||
</ProjectReference> | ||
</ItemGroup> | ||
<Import Project="$(MSBuildToolsPath)\Microsoft.CSharp.targets" /> | ||
<!-- To modify your build process, add your task inside one of the targets below and uncomment it. | ||
Other similar extension points exist, see Microsoft.Common.targets. | ||
<Target Name="BeforeBuild"> | ||
</Target> | ||
<Target Name="AfterBuild"> | ||
</Target> | ||
--> | ||
--> | ||
</Project> |
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using System; | ||
using System.Collections.Generic; | ||
using System.Diagnostics; | ||
using System.IO; | ||
using System.Linq; | ||
using System.Text; | ||
using KnapsackProblem.Common; | ||
|
||
namespace KnapsackProblem.BFvsHeuristics | ||
{ | ||
class Program | ||
{ | ||
static void Main(string[] args) | ||
{ | ||
if (args.Length == 0) | ||
{ | ||
Console.WriteLine("No path provided."); | ||
return; | ||
} | ||
|
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MeasureRelativeErrors(args[0]); | ||
} | ||
|
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/// <summary> Generate file with results to check against referece results. </summary> | ||
static void SaveResultsForCheck(string filePath) | ||
{ | ||
if (!File.Exists(filePath)) | ||
{ | ||
Console.WriteLine("File '{0}' does not exist.", filePath); | ||
return; | ||
} | ||
|
||
var sb = new StringBuilder(); | ||
foreach (var knapsack in KnapsackLoader.LoadKnapsacks(filePath, 500)) | ||
{ | ||
//var result = KnapsackProblemSolver.BruteForce(knapsack); | ||
var result = KnapsackProblemSolver.PriceToWeightRatioHeuristics(knapsack); | ||
sb.AppendLine($"{knapsack.Id} {knapsack.InstanceSize} {result.Item1} {result.Item2.ToReverseBinary(knapsack.InstanceSize)}"); | ||
} | ||
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File.WriteAllText("result.txt", sb.ToString()); | ||
} | ||
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static void MeasureBFTimePerInstanceSize(string directoryPath, int knapsacksPerInstanceSize, TimeSpan maxTimePerInstance) | ||
{ | ||
if (!Directory.Exists(directoryPath)) | ||
{ | ||
Console.WriteLine("Directory '{0}' does not exist.", directoryPath); | ||
return; | ||
} | ||
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var knapsacksFiles = Directory.EnumerateFiles(directoryPath, "knap_*.dat").Where(f => !f.Contains("sol")).ToList(); | ||
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// warmup | ||
foreach (var knapsack in KnapsackLoader.LoadKnapsacks(knapsacksFiles.First(), 50)) | ||
{ | ||
var result = KnapsackProblemSolver.BruteForce(knapsack); | ||
Console.WriteLine(result); // so that it's not optimized away | ||
} | ||
GC.Collect(); | ||
|
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// measure | ||
var bfWatch = new Stopwatch(); | ||
int originalKnapsacksPerInstanceSize = knapsacksPerInstanceSize; | ||
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for (int i = 0; i < knapsacksFiles.Count; i++) | ||
{ | ||
string file = knapsacksFiles[i]; | ||
int instanceSize = 0; | ||
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Console.WriteLine("Starting {0}", file); | ||
int j = 0; | ||
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foreach (var knapsack in KnapsackLoader.LoadKnapsacks(file, knapsacksPerInstanceSize)) | ||
{ | ||
instanceSize = knapsack.InstanceSize; | ||
bfWatch.Start(); | ||
KnapsackProblemSolver.BruteForce(knapsack); | ||
bfWatch.Stop(); | ||
Console.WriteLine("--finished {0}: {1}", j, bfWatch.ElapsedMilliseconds); | ||
} | ||
|
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double instanceAverage = bfWatch.ElapsedMilliseconds / (double)knapsacksPerInstanceSize; | ||
if (Math.Abs(instanceAverage) < 0.0000001) | ||
{ | ||
i--; | ||
knapsacksPerInstanceSize = 500; | ||
continue; | ||
} | ||
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File.Create($"{instanceSize};{instanceAverage}.txt"); | ||
|
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knapsacksPerInstanceSize = originalKnapsacksPerInstanceSize; | ||
bfWatch.Reset(); | ||
GC.Collect(); | ||
if (instanceAverage > maxTimePerInstance.TotalMilliseconds) | ||
break; | ||
} | ||
} | ||
|
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static void MeasureHeuristicsTimePerInstanceSize(string directoryPath) | ||
{ | ||
if (!Directory.Exists(directoryPath)) | ||
{ | ||
Console.WriteLine("Directory '{0}' does not exist.", directoryPath); | ||
return; | ||
} | ||
|
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var knapsacksFiles = Directory.EnumerateFiles(directoryPath, "knap_*.dat").Where(f => !f.Contains("sol")).ToList(); | ||
|
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// warmup | ||
foreach (var knapsack in KnapsackLoader.LoadKnapsacks(knapsacksFiles.First(), 500)) | ||
{ | ||
var result = KnapsackProblemSolver.PriceToWeightRatioHeuristics(knapsack); | ||
Console.WriteLine(result); // so that it's not optimized away | ||
} | ||
GC.Collect(); | ||
|
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// measure | ||
var bfWatch = new Stopwatch(); | ||
var repeat = 50; | ||
|
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foreach (string file in knapsacksFiles) | ||
{ | ||
int instanceSize = 0; | ||
for (int i = 0; i < repeat; i++) | ||
{ | ||
foreach (var knapsack in KnapsackLoader.LoadKnapsacks(file, 500)) | ||
{ | ||
instanceSize = knapsack.InstanceSize; | ||
bfWatch.Start(); | ||
KnapsackProblemSolver.PriceToWeightRatioHeuristics(knapsack); | ||
bfWatch.Stop(); | ||
} | ||
} | ||
|
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double instanceAverage = bfWatch.ElapsedMilliseconds / (500d * repeat); | ||
|
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File.Create($"{instanceSize};{instanceAverage}.txt"); | ||
|
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bfWatch.Reset(); | ||
GC.Collect(); | ||
} | ||
} | ||
|
||
static void MeasureRelativeErrors(string directoryPath) | ||
{ | ||
if (!Directory.Exists(directoryPath)) | ||
{ | ||
Console.WriteLine("Directory '{0}' does not exist.", directoryPath); | ||
return; | ||
} | ||
|
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var knapsacksFiles = Directory.EnumerateFiles(directoryPath, "knap_*.dat").ToList(); | ||
var relativeErrors = new List<double>(); | ||
|
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for (int i = 0; i < knapsacksFiles.Count; i += 2) | ||
{ | ||
var file = knapsacksFiles[i]; | ||
var solutionFile = knapsacksFiles[i + 1]; | ||
var bestPrices = File.ReadAllLines(solutionFile).Select(line => double.Parse(line.Split()[2])).ToList(); | ||
|
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var knapsacks = KnapsackLoader.LoadKnapsacks(file, 500).ToList(); | ||
for (int j = 0; j < knapsacks.Count; j++) | ||
{ | ||
var result = KnapsackProblemSolver.PriceToWeightRatioHeuristics(knapsacks[j]); | ||
relativeErrors.Add((bestPrices[j] - result.Item1) / bestPrices[j]); | ||
} | ||
} | ||
|
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Console.WriteLine($"Average relative error from {relativeErrors.Count} different errors is {relativeErrors.Average()}."); | ||
Console.WriteLine("Max relative error is {0}.", relativeErrors.Max()); | ||
} | ||
} | ||
} |
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using System.Text; | ||
|
||
namespace KnapsackProblem.Common | ||
{ | ||
public static class Helpers | ||
{ | ||
/// <summary> | ||
/// Returns a specific binary format of a ulong value. | ||
/// </summary> | ||
public static string ToReverseBinary(this ulong value, int binaryDigitsCount) | ||
{ | ||
var sb = new StringBuilder(); | ||
int binaryDigits = 0; | ||
while (value != 0) | ||
{ | ||
sb.Append((value & 1) == 1 ? " 1" : " 0"); | ||
value >>= 1; | ||
binaryDigits++; | ||
} | ||
|
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while (binaryDigits < binaryDigitsCount) | ||
{ | ||
sb.Append(" 0"); | ||
binaryDigits++; | ||
} | ||
|
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return sb.ToString(); | ||
} | ||
} | ||
} |
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using System.Collections.Generic; | ||
using System.Linq; | ||
|
||
namespace KnapsackProblem.Common | ||
{ | ||
public sealed class Knapsack | ||
{ | ||
public short Id { get; } | ||
public short Capacity { get; } | ||
public int InstanceSize => Items.Count; | ||
|
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public List<KnapsackItem> Items { get; } | ||
|
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public Knapsack(short id, short capacity, IEnumerable<KnapsackItem> items) | ||
{ | ||
Id = id; | ||
Capacity = capacity; | ||
Items = items.ToList(); | ||
} | ||
|
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public override string ToString() => $"knapsack {Id}, capacity: {Capacity}"; | ||
} | ||
} |
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namespace KnapsackProblem.Common | ||
{ | ||
public struct KnapsackItem | ||
{ | ||
public ushort Weight { get; } | ||
public ushort Price { get; } | ||
|
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public KnapsackItem(ushort weight, ushort price) | ||
{ | ||
Weight = weight; | ||
Price = price; | ||
} | ||
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public override string ToString() => $"weight: {Weight}, price: {Price}"; | ||
} | ||
} |
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