source: branches/3022-FastFunctionExtraction/FFX/Approach.cs @ 17779

using System;
using System.Collections.Generic;

namespace HeuristicLab.Algorithms.DataAnalysis.FastFunctionExtraction {
    internal struct Approach {
        public bool AllowInteractions { get; set; }
        public bool AllowDenominators { get; set; }
        public bool AllowExp { get; set; }
        public bool AllowNonLinearFunctions { get; set; }
        public bool AllowHinge { get; set; }
        public HashSet<double> Exponents { get; set; }
        public HashSet<NonlinearOperator> NonLinearFunctions { get; set; }
        public double MinHingeThreshold { get; set; }
        public double MaxHingeThreshold { get; set; }
        public int NumHingeThresholds { get; set; }
        public double ElasticNetPenalty { get; set; }
        public int MaxNumBases { get; set; }

        public override string ToString() {
            return $"Interactions{AllowInteractions} Denominator{AllowDenominators} Exponential{AllowExp} NonLinearFunctions{AllowNonLinearFunctions} HingeFunctions{AllowHinge}";
        }

        public Approach(bool allowInteractions, bool allowDenominators, bool allowExp, bool allowNonLinearFunctions, bool allowHingeFunctions, HashSet<double> exponents, HashSet<NonlinearOperator> nonLinearFunctions, int maxNumBases, double elasticNetPenality, double minHingeThreshold, double maxHingeThreshold, int numHingeThresholds) {
            this.AllowInteractions = allowInteractions;
            this.AllowDenominators = allowDenominators;
            this.AllowExp = allowExp;
            this.AllowNonLinearFunctions = allowNonLinearFunctions;
            this.AllowHinge = allowHingeFunctions;
            if (AllowExp && exponents == null) throw new ArgumentNullException(nameof(exponents));
            Exponents = exponents;
            if (AllowNonLinearFunctions && nonLinearFunctions == null) throw new ArgumentNullException(nameof(nonLinearFunctions));
            NonLinearFunctions = nonLinearFunctions;
            MinHingeThreshold = minHingeThreshold;
            MaxHingeThreshold = maxHingeThreshold;
            NumHingeThresholds = numHingeThresholds;
            ElasticNetPenalty = elasticNetPenality;
            MaxNumBases = maxNumBases;
        }
    }
}