Portfolio Optimization Model for Gold and Bitcoin Based on Weighted Unidirectional Dual-Layer LSTM Model and SMA-Slope Strategy

<table class="table-group" id="tab11"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td class="align_left">Strategy</td><td class="align_center">Bitcoin buying points</td><td class="align_center">Bitcoin selling points</td><td class="align_center">Gold buying points</td><td class="align_center">Gold selling points</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">BB</td><td class="align_center">449</td><td class="align_center">76</td><td class="align_center">50</td><td class="align_center">1105</td></tr><tr><td class="align_left">SMA</td><td class="align_center">46</td><td class="align_center">52</td><td class="align_center">31</td><td class="align_center">37</td></tr><tr><td class="align_left">SMA-slope (best)</td><td class="align_center">1567</td><td class="align_center">52</td><td class="align_center">31</td><td class="align_center">99</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Selling and buying points for different strategies.</div>

Computational Intelligence and Neuroscience

tab11

Table 11

Table 11: Portfolio Optimization Model for Gold and Bitcoin Based on Weighted Unidirectional Dual-Layer LSTM Model and SMA-Slope Strategy 