{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2022,10,20]],"date-time":"2022-10-20T05:11:46Z","timestamp":1666242706669},"reference-count":39,"publisher":"World Scientific Pub Co Pte Ltd","issue":"06n07","funder":[{"name":"The National Social Science Fund Project of China","award":["21CTJ024"],"award-info":[{"award-number":["21CTJ024"]}]},{"name":"Teaching and Research Fund Project of the Anhui University of Finance and Economics","award":["acxkjs2021005","acyljc2021002"],"award-info":[{"award-number":["acxkjs2021005","acyljc2021002"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Int. J. Found. Comput. Sci."],"published-print":{"date-parts":[[2022,9]]},"abstract":"<jats:p> For the strategy of investing in gold and Bitcoin, first collect the historical prices of two types of investment products in the market, and use the wavelet neural network model and WT-LSTM model to model and analyze to predict the future price trends of gold and Bitcoin. Second, considering the difference in price fluctuations between gold and Bitcoin, based on the GARCH-EVT model to increase the risk uncertainty of financial assets, proposes how to achieve the best trading strategy under risk characteristics. Finally, considering the influence of transaction rate on income, we use particle swarm algorithm and genetic algorithm to study what kind of transaction rate can achieve maximum income. The study found that although traders can predict future trends based on daily price changes, due to the different risk factors of gold and Bitcoin, and the different sensitivity of the two financial assets to transaction costs, trading strategies will be very different. <\/jats:p>","DOI":"10.1142\/s0129054122420199","type":"journal-article","created":{"date-parts":[[2022,9,12]],"date-time":"2022-09-12T01:31:11Z","timestamp":1662946271000},"page":"867-886","source":"Crossref","is-referenced-by-count":0,"title":["Algorithm Design for Asset Trading Under Multiple Factors"],"prefix":"10.1142","volume":"33","author":[{"given":"Li-Jun","family":"Xu","sequence":"first","affiliation":[{"name":"School of Finance and Business, Shanghai Normal University, Shanghai 200234, P. R. China"}]},{"given":"Shou-Yu","family":"Wei","sequence":"additional","affiliation":[{"name":"School of Finance, Anhui University of Finance and Economics, Bengbu 233030, P. R. 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