コード例 #1
0
        public void InitializeService(NetworkInitializer initializer)
        {
            LVQInitializer input             = (LVQInitializer)initializer;
            int            VEC_LEN           = input.patterns[0].Length;
            int            TRAINING_PATTERNS = input.patterns.GetUpperBound(0) + 1;

            inputs = new double[TRAINING_PATTERNS][];
            for (int i = 0; i < TRAINING_PATTERNS; i++)
            {
                inputs[i] = new double[VEC_LEN];
            }

            for (int i = 0; i < TRAINING_PATTERNS; i++)
            {
                for (int j = 0; j < VEC_LEN; j++)
                {
                    inputs[i][j] = input.patterns[i][j];
                }
            }

            this.clusters = new int[TRAINING_PATTERNS];
            int[] formedAnswers = Normalize.FormAnswersLVQ(input.answers);
            for (int i = 0; i < TRAINING_PATTERNS; i++)
            {
                this.clusters[i] = formedAnswers[i];
            }

            this.minError      = input.minError;
            this.learningRate  = input.learningRate;
            this.decayRate     = input.decayRate;
            this.numOfClusters = input.numOfClusters;
        }
コード例 #2
0
        public virtual void InitializeService(NetworkInitializer initializer)
        {
            BPNInitializer input = (BPNInitializer)initializer;

            this.parameters   = input.parameters;
            this.hidden       = input.hidden;
            this.learningRate = input.learningRate;
            this.Momentum     = input.Momentum;
            this.minError     = input.minError;
            layerSizes        = new int[3] {
                this.parameters, this.hidden, 1
            };
            TFuncs = new TransferFunction[3] {
                TransferFunction.None,
                TransferFunction.BipolarSigmoid,
                TransferFunction.BipolarSigmoid
            };
        }