Research on stock price prediction and trading model using evolutionary computation has been done in recent years. As we know, prediction in the stock market is quite difficult for a number of reasons. First, the ultimate goal of our research is not to minimize the prediction error, but to maximize the profits. Second, the weak relationships among variables tend to be nonlinear, and they may ho...

Chart patterns and indicators are popular technical tools for making investment decisions. This article presents a trading strategy combining price movement patterns, candlestick chart patterns, and trading indicators, including Moving Average, Exponential Moving Average, Bollinger Bands, On Balance Volume, Relative Strength Index, Moving Average Convergence Divergence, and Stochastic Oscillato...

Investors need analytical tools to predict the price and determine trading positions. Candlestick pattern is one of that trends. However, patterns are difficult recognize, some studies show doubts regarding robustness recognizing system. In this study, we tested predictive ability candlestick We use Gramian Angular Field (GAF) encode as images recognize 3-hour 5-hour 6 with Convolutional Neural...

We report on the production of a continuous, slow, and cold beam of Rb atoms with an extremely high flux of 3.2 1012 atoms/s, a transverse temperature of 3 mK, and a longitudinal temperature of 90 mK. We describe the apparatus created to generate the atom beam. Hot atoms are emitted from a rubidium candlestick atomic beam source and transversely cooled and collimated by a 20 cm long atomic coll...

Tourism is one of the areas that has undergone a recovery during post-pandemic period. However, numerous factors must be considered before this industry can recover from epidemic led tourism to decline globally. This crucial question for tourist stakeholders in times. Post-pandemic faced several obstacles practically all nations, and local governments handled them different ways. Many experts b...

The human mind is not as good at processing large amounts of information we might like. Psychologists have shown that beings are only able to juggle small numbers related and often conflicting pieces without making judgment errors. As a result, individuals faced with the vast available support investment decisions find themselves swamped by enormity task; unable see wood from trees. Technical a...

Foreign Exchange, commonly called Forex, is a form of investment in the non-real sector great demand. Forex marketplace that specializes foreign exchange trading. Technology advancements have made it easy to monitor conditions real time and present them an easyto - understand graphical form. As result, predictions are closely related investment, starting from market sentiment economic technical...