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com.fixedorgo.neuron.TriangularMembershipFunction Maven / Gradle / Ivy
/*
* Copyright (C) 2015 Timur Zagorsky
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package com.fixedorgo.neuron;
import static java.util.Arrays.asList;
/**
* Regular triangular fuzzy membership function that implements
* {@link MembershipFunction} interface. Instance is immutable.
*
* @author Timur Zagorsky
* @since 0.1
*/
public class TriangularMembershipFunction implements MembershipFunction {
private final double a, b, c;
public TriangularMembershipFunction(double a, double b, double c) {
if (a > b || b > c) {
throw new IllegalStateException(
String.format("Incorrect parameters specified. Should be (a <= b) " +
"and (b <= c), but was: [%s, %s, %s]", a, b, c));
}
this.a = a;
this.b = b;
this.c = c;
}
@Override
public double apply(double x) {
if (x >= a && x <= c) {
if (x < b) {
return (x - a) / (b - a);
}
if (x == b) {
return 1;
}
if (x < c) {
return (c - x) / (c - b);
}
}
return 0;
}
@Override
public boolean equals(Object obj) {
if (obj instanceof TriangularMembershipFunction) {
TriangularMembershipFunction function = TriangularMembershipFunction.class.cast(obj);
return Double.compare(a, function.a) == 0 &&
Double.compare(b, function.b) == 0 &&
Double.compare(c, function.c) == 0;
}
return false;
}
@Override
public int hashCode() {
int result = 17;
for (double d : asList(a, b, c)) {
long l = Double.doubleToLongBits(d);
int i = (int) (l ^ (l >>> 32));
result = 37 * result + i;
}
return result;
}
@Override
public String toString() {
return String.format("(%s, %s, %s)", a, b, c);
}
}
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