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/**
 * The MIT License (MIT)
 *
 * Copyright (c) 2014-2017 Marc de Verdelhan & respective authors (see AUTHORS)
 *
 * Permission is hereby granted, free of charge, to any person obtaining a copy of
 * this software and associated documentation files (the "Software"), to deal in
 * the Software without restriction, including without limitation the rights to
 * use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of
 * the Software, and to permit persons to whom the Software is furnished to do so,
 * subject to the following conditions:
 *
 * The above copyright notice and this permission notice shall be included in all
 * copies or substantial portions of the Software.
 *
 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS
 * FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR
 * COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER
 * IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN
 * CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
 */
package ta4jexamples.strategies;

import eu.verdelhan.ta4j.BaseStrategy;
import eu.verdelhan.ta4j.Decimal;
import eu.verdelhan.ta4j.Rule;
import eu.verdelhan.ta4j.Strategy;
import eu.verdelhan.ta4j.TimeSeries;
import eu.verdelhan.ta4j.TimeSeriesManager;
import eu.verdelhan.ta4j.TradingRecord;
import eu.verdelhan.ta4j.analysis.criteria.TotalProfitCriterion;
import eu.verdelhan.ta4j.indicators.StochasticOscillatorKIndicator;
import eu.verdelhan.ta4j.indicators.helpers.ClosePriceIndicator;
import eu.verdelhan.ta4j.indicators.EMAIndicator;
import eu.verdelhan.ta4j.indicators.MACDIndicator;
import eu.verdelhan.ta4j.trading.rules.CrossedDownIndicatorRule;
import eu.verdelhan.ta4j.trading.rules.CrossedUpIndicatorRule;
import eu.verdelhan.ta4j.trading.rules.OverIndicatorRule;
import eu.verdelhan.ta4j.trading.rules.UnderIndicatorRule;
import ta4jexamples.loaders.CsvTradesLoader;

/**
 * Moving momentum strategy.
 * 

* @see http://stockcharts.com/help/doku.php?id=chart_school:trading_strategies:moving_momentum */ public class MovingMomentumStrategy { /** * @param series a time series * @return a moving momentum strategy */ public static Strategy buildStrategy(TimeSeries series) { if (series == null) { throw new IllegalArgumentException("Series cannot be null"); } ClosePriceIndicator closePrice = new ClosePriceIndicator(series); // The bias is bullish when the shorter-moving average moves above the longer moving average. // The bias is bearish when the shorter-moving average moves below the longer moving average. EMAIndicator shortEma = new EMAIndicator(closePrice, 9); EMAIndicator longEma = new EMAIndicator(closePrice, 26); StochasticOscillatorKIndicator stochasticOscillK = new StochasticOscillatorKIndicator(series, 14); MACDIndicator macd = new MACDIndicator(closePrice, 9, 26); EMAIndicator emaMacd = new EMAIndicator(macd, 18); // Entry rule Rule entryRule = new OverIndicatorRule(shortEma, longEma) // Trend .and(new CrossedDownIndicatorRule(stochasticOscillK, Decimal.valueOf(20))) // Signal 1 .and(new OverIndicatorRule(macd, emaMacd)); // Signal 2 // Exit rule Rule exitRule = new UnderIndicatorRule(shortEma, longEma) // Trend .and(new CrossedUpIndicatorRule(stochasticOscillK, Decimal.valueOf(80))) // Signal 1 .and(new UnderIndicatorRule(macd, emaMacd)); // Signal 2 return new BaseStrategy(entryRule, exitRule); } public static void main(String[] args) { // Getting the time series TimeSeries series = CsvTradesLoader.loadBitstampSeries(); // Building the trading strategy Strategy strategy = buildStrategy(series); // Running the strategy TimeSeriesManager seriesManager = new TimeSeriesManager(series); TradingRecord tradingRecord = seriesManager.run(strategy); System.out.println("Number of trades for the strategy: " + tradingRecord.getTradeCount()); // Analysis System.out.println("Total profit for the strategy: " + new TotalProfitCriterion().calculate(series, tradingRecord)); } }





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