edu.emory.mathcs.nlp.learning.gridsearch.ExpFunction Maven / Gradle / Ivy
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/**
* Copyright 2015, Emory University
*
* 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 edu.emory.mathcs.nlp.learning.gridsearch;
/**
* @author Amit_Deshmane
*
*/
public class ExpFunction implements GridFunction {
/**
*
*/
public float min;
public float max;
public float base;
public int[] subgrid = {0, 2, 5};
public int expIndex = 1;
public int subIndex = -1;
public int markExpIndex = 1;
public int markSubIndex = -1;
public ExpFunction(float min, float max, float base) {
this.min = min;
this.max = max;
this.base = base;
}
@Override
public boolean next(){
if(subIndex == subgrid.length - 1){
subIndex = 0;
expIndex = expIndex + 1;
}
else{
subIndex = subIndex + 1;
}
if(getVal() < min || getVal() > max){
return false;
}
else return true;
}
@Override
public boolean previous(){
if(subIndex == 0){
subIndex = subgrid.length - 1;
expIndex = expIndex - 1;
}
else{
subIndex = subIndex - 1;
}
if(getVal() < min || getVal() > max){
return false;
}
else return true;
}
public void set(int valIndex, int expIndex){
this.subIndex = valIndex;
this.expIndex = expIndex;
}
@Override
public void reset(){
subIndex = 0;
expIndex = 0;
}
@Override
public float getVal(){
double next = Math.pow(base, expIndex);
double prev = Math.pow(base, expIndex - 1);
return (float)(min*(prev + subgrid[subIndex]/10.0*(next-prev)));
}
public void resetToMark() {
expIndex = markExpIndex;
subIndex = markSubIndex;
}
public void mark() {
markExpIndex = expIndex;
markSubIndex = subIndex;
}
}
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