| 1 | using System;
|
|---|
| 2 | using System.Linq;
|
|---|
| 3 | using HeuristicLab.Analysis.FitnessLandscape.DataTables;
|
|---|
| 4 | using HeuristicLab.Common;
|
|---|
| 5 | using HeuristicLab.Core;
|
|---|
| 6 | using HeuristicLab.Data;
|
|---|
| 7 | using HeuristicLab.Operators;
|
|---|
| 8 | using HeuristicLab.Optimization;
|
|---|
| 9 | using HeuristicLab.Parameters;
|
|---|
| 10 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
|---|
| 11 |
|
|---|
| 12 | namespace HeuristicLab.Analysis.FitnessLandscape.Algorithms {
|
|---|
| 13 |
|
|---|
| 14 | [Item("RepeatedUpDownWalkAnalyzer", "Analyzes and consolidates repeated up down walk analyses.")]
|
|---|
| 15 | [StorableClass]
|
|---|
| 16 | public class RepeatedUpDownWalkAnalyzer : SingleSuccessorOperator, IRepeatsAnalyzer {
|
|---|
| 17 |
|
|---|
| 18 | #region Parameters
|
|---|
| 19 | public ScopeTreeLookupParameter<DoubleValue> DownWalkLengthValuesParameter {
|
|---|
| 20 | get { return (ScopeTreeLookupParameter<DoubleValue>)Parameters["DownWalkLengthValues"]; }
|
|---|
| 21 | }
|
|---|
| 22 | public ScopeTreeLookupParameter<DoubleValue> UpWalkLengthValuesParameter {
|
|---|
| 23 | get { return (ScopeTreeLookupParameter<DoubleValue>)Parameters["UpWalkLengthValues"]; }
|
|---|
| 24 | }
|
|---|
| 25 | public ScopeTreeLookupParameter<DoubleValue> DownWalkLenVarValuesParameter {
|
|---|
| 26 | get { return (ScopeTreeLookupParameter<DoubleValue>)Parameters["DownWalkLenVarValues"]; }
|
|---|
| 27 | }
|
|---|
| 28 | public ScopeTreeLookupParameter<DoubleValue> UpWalkLenVarValuesParameter {
|
|---|
| 29 | get { return (ScopeTreeLookupParameter<DoubleValue>)Parameters["UpWalkLenVarValues"]; }
|
|---|
| 30 | }
|
|---|
| 31 | public LookupParameter<DoubleValue> DownWalkLengthParameter {
|
|---|
| 32 | get { return (LookupParameter<DoubleValue>)Parameters["DownWalkLength"]; }
|
|---|
| 33 | }
|
|---|
| 34 | public LookupParameter<DoubleValue> UpWalkLengthParameter {
|
|---|
| 35 | get { return (LookupParameter<DoubleValue>)Parameters["UpWalkLength"]; }
|
|---|
| 36 | }
|
|---|
| 37 | public LookupParameter<DoubleValue> DownWalkLenVarParameter {
|
|---|
| 38 | get { return (LookupParameter<DoubleValue>)Parameters["DownWalkLenVar"]; }
|
|---|
| 39 | }
|
|---|
| 40 | public LookupParameter<DoubleValue> UpWalkLenVarParameter {
|
|---|
| 41 | get { return (LookupParameter<DoubleValue>)Parameters["UpWalkLenVar"]; }
|
|---|
| 42 | }
|
|---|
| 43 | public LookupParameter<ResultCollection> ResultsParameter {
|
|---|
| 44 | get { return (LookupParameter<ResultCollection>)Parameters["Results"]; }
|
|---|
| 45 | }
|
|---|
| 46 | #endregion
|
|---|
| 47 |
|
|---|
| 48 | #region Construction & Cloning
|
|---|
| 49 | [StorableConstructor]
|
|---|
| 50 | protected RepeatedUpDownWalkAnalyzer(bool deserializing) : base(deserializing) { }
|
|---|
| 51 | protected RepeatedUpDownWalkAnalyzer(RepeatedUpDownWalkAnalyzer original, Cloner cloner) : base(original, cloner) { }
|
|---|
| 52 | public RepeatedUpDownWalkAnalyzer() {
|
|---|
| 53 | Parameters.Add(new ScopeTreeLookupParameter<DoubleValue>("DownWalkLengthValues", "average down length values of repeats.", "DownWalkLength", 2));
|
|---|
| 54 | Parameters.Add(new ScopeTreeLookupParameter<DoubleValue>("UpWalkLengthValues", "average up walk length values of repeats.", "UpWalkLength", 2));
|
|---|
| 55 | Parameters.Add(new ScopeTreeLookupParameter<DoubleValue>("DownWalkLenVarValues", "down length variance values of repeats.", "DownWalkLenVar", 2));
|
|---|
| 56 | Parameters.Add(new ScopeTreeLookupParameter<DoubleValue>("UpWalkLenVarValues", "down length variance values of repeats.", "UpWalkLenVar", 2));
|
|---|
| 57 |
|
|---|
| 58 | Parameters.Add(new LookupParameter<DoubleValue>("DownWalkLength", "Consolidated average down walk length."));
|
|---|
| 59 | Parameters.Add(new LookupParameter<DoubleValue>("UpWalkLength", "Consolidated average up walk length."));
|
|---|
| 60 | Parameters.Add(new LookupParameter<DoubleValue>("DownWalkLenVar", "Consolidated down walk length variance."));
|
|---|
| 61 | Parameters.Add(new LookupParameter<DoubleValue>("UpWalkLenVar", "Consolidated up walk length variance."));
|
|---|
| 62 |
|
|---|
| 63 | Parameters.Add(new LookupParameter<ResultCollection>("Results", "The collection of all results."));
|
|---|
| 64 | }
|
|---|
| 65 | public override IDeepCloneable Clone(Cloner cloner) {
|
|---|
| 66 | return new RepeatedUpDownWalkAnalyzer(this, cloner);
|
|---|
| 67 | }
|
|---|
| 68 | #endregion
|
|---|
| 69 |
|
|---|
| 70 | public override IOperation Apply() {
|
|---|
| 71 | AggregateValues(DownWalkLengthValuesParameter, DownWalkLengthParameter);
|
|---|
| 72 | AggregateValues(UpWalkLengthValuesParameter, UpWalkLengthParameter);
|
|---|
| 73 | AggregateValues(DownWalkLenVarValuesParameter, DownWalkLenVarParameter);
|
|---|
| 74 | AggregateValues(UpWalkLenVarValuesParameter, UpWalkLenVarParameter);
|
|---|
| 75 | return base.Apply();
|
|---|
| 76 | }
|
|---|
| 77 |
|
|---|
| 78 | private void AggregateValues(ILookupParameter<ItemArray<DoubleValue>> valuesParameter, ILookupParameter<DoubleValue> averageParameter) {
|
|---|
| 79 | var results = ResultsParameter.ActualValue;
|
|---|
| 80 | var values = valuesParameter.ActualValue.Select(v => v.Value).ToList();
|
|---|
| 81 | if (values.Count > 0) {
|
|---|
| 82 | var avg = new DoubleValue(values.Average());
|
|---|
| 83 | averageParameter.ActualValue = avg;
|
|---|
| 84 | results.Remove(averageParameter.ActualName);
|
|---|
| 85 | results.Add(new Result(averageParameter.ActualName, avg));
|
|---|
| 86 | }
|
|---|
| 87 | }
|
|---|
| 88 |
|
|---|
| 89 | }
|
|---|
| 90 | }
|
|---|
