use brute force for pages

src/main/java/ru/ulstu/pages/IndexView.java

@@ -1,3 +1,9 @@
+/*
+ * Copyright (C) 2021 Anton Romanov - All Rights Reserved
+ * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
+ *
+ */
+
 package ru.ulstu.pages;
 
 import org.primefaces.model.chart.AxisType;
@@ -24,8 +30,6 @@ import java.time.format.DateTimeFormatter;
 @ViewScoped
 public class IndexView implements Serializable {
     private final static Logger LOG = LoggerFactory.getLogger(IndexView.class);
-    private LineChartModel model;
-    private String timeSeriesString = "1,2,3,2,1,2,3,2,1,2,3";
 
     @Autowired
     private transient TimeSeriesService timeSeriesService;
@@ -33,8 +37,12 @@ public class IndexView implements Serializable {
     @Autowired
     private transient UtilService utilService;
 
+    private LineChartModel model;
+    private String timeSeriesString;
+
     @PostConstruct
     public void init() {
+        timeSeriesString = utilService.getTimeSeriesToString(utilService.getRandomTimeSeries(50));
         createChart();
     }
 

src/main/java/ru/ulstu/services/TimeSeriesService.java

@@ -1,8 +1,6 @@
 /*
- *
+ * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- *  * Copyright (C) 2021 Anton Romanov - All Rights Reserved
+ * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *  * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
  *
  */
 
@@ -23,6 +21,11 @@ import ru.ulstu.tsMethods.exponential.parameter.ExponentialMethodParamValue;
 @Service
 public class TimeSeriesService {
     private static final Logger LOGGER = LoggerFactory.getLogger(TimeSeriesService.class);
+    private final MethodParamBruteForce methodParamBruteForce;
+
+    public TimeSeriesService(MethodParamBruteForce methodParamBruteForce) {
+        this.methodParamBruteForce = methodParamBruteForce;
+    }
 
     public TimeSeries getForecast(TimeSeries timeSeries, int countPoints) throws ModelingException {
         TimeSeriesMethod method;
@@ -32,10 +35,6 @@ public class TimeSeriesService {
     }
 
     public TimeSeries smoothTimeSeries(TimeSeries timeSeries) throws ModelingException {
-        //NoTrendNoSeason nn = new NoTrendNoSeason(timeSeries, ExponentialMethodParams.of(ExponentialParamName.ALPHA, 0.8));
+        return methodParamBruteForce.getSmoothedTimeSeries(timeSeries).getTimeSeries();
-        TimeSeriesMethod method;
-        method = new NoTrendNoSeason().createFor(timeSeries);
-        method = new AddTrendAddSeason().createFor(timeSeries);
-        return method.getModel();
     }
 }

src/main/java/ru/ulstu/tsMethods/exponential/parameter/Alpha.java

@@ -1,8 +1,6 @@
 /*
- *
+ * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- *  * Copyright (C) 2021 Anton Romanov - All Rights Reserved
+ * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *  * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
  *
  */
 
@@ -10,7 +8,7 @@ package ru.ulstu.tsMethods.exponential.parameter;
 
 public class Alpha extends ExponentialMethodParameter {
     public Alpha() {
-        super("ALPHA", 0, 1, DEFAULT_OPTIMIZATION_STEP);
+        super("ALPHA", DEFAULT_MIN_VALUE, DEFAULT_MAX_VALUE, DEFAULT_OPTIMIZATION_STEP);
     }
 
     public static Alpha getInstance() {

src/main/java/ru/ulstu/tsMethods/exponential/parameter/Beta.java

@@ -1,8 +1,6 @@
 /*
- *
+ * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- *  * Copyright (C) 2021 Anton Romanov - All Rights Reserved
+ * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *  * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
  *
  */
 
@@ -10,7 +8,7 @@ package ru.ulstu.tsMethods.exponential.parameter;
 
 public class Beta extends ExponentialMethodParameter {
     public Beta() {
-        super("BETA", 0, 1, DEFAULT_OPTIMIZATION_STEP);
+        super("BETA", DEFAULT_MIN_VALUE, DEFAULT_MAX_VALUE, DEFAULT_OPTIMIZATION_STEP);
     }
 
     public static Beta getInstance() {

src/main/java/ru/ulstu/tsMethods/exponential/parameter/ExponentialMethodParameter.java

@@ -1,8 +1,6 @@
 /*
- *
+ * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- *  * Copyright (C) 2021 Anton Romanov - All Rights Reserved
+ * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *  * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
  *
  */
 
@@ -16,6 +14,8 @@ import java.util.List;
 
 public abstract class ExponentialMethodParameter extends MethodParameter {
     public static final Float DEFAULT_OPTIMIZATION_STEP = 0.1f;
+    public static final Float DEFAULT_MIN_VALUE = 0.1f;
+    public static final Float DEFAULT_MAX_VALUE = 0.99f;
     private final Number minValue;
     private final Number maxValue;
     private final Number optimizationStep;

src/main/java/ru/ulstu/tsMethods/exponential/parameter/Gamma.java

@@ -1,8 +1,6 @@
 /*
- *
+ * Copyright (C) 2021 Anton Romanov - All Rights Reserved
- *  * Copyright (C) 2021 Anton Romanov - All Rights Reserved
+ * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *  * You may use, distribute and modify this code, please write to: romanov73@gmail.com.
- *
  *
  */
 
@@ -10,7 +8,7 @@ package ru.ulstu.tsMethods.exponential.parameter;
 
 public class Gamma extends ExponentialMethodParameter {
     public Gamma() {
-        super("Gamma", 0, 1, DEFAULT_OPTIMIZATION_STEP);
+        super("Gamma", DEFAULT_MIN_VALUE, DEFAULT_MAX_VALUE, DEFAULT_OPTIMIZATION_STEP);
     }
 
     public static Gamma getInstance() {