A Danger-Theory-Based Immune Network Optimization Algorithm

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="9"><hr/></td></tr><tr class="thead"><td align="left"> </td><td align="center" colspan="2">
									dt-aiNet</td><td align="center" colspan="2">
									CLONALG</td><td align="center" colspan="2">
									opt-aiNet</td><td align="center" colspan="2">
									dopt-aiNet</td></tr><tr class="thead"><td align="left"> </td><td align="center">Success rates</td><td align="center">Success performance</td><td align="center">Success rates</td><td align="center">Success performance</td><td align="center">Success rates</td><td align="center">Success performance</td><td align="center">Success rates</td><td align="center">Success performance</td></tr><tr><td class="thead-hr" colspan="9"><hr/></td></tr><tr><td align="left"><span style="width: 17.0375px;"><svg height="15.25" id="M362" style="vertical-align:-3.27605pt" version="1.1" viewbox="0 0 17.0375 15.25" width="17.0375" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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t29.5 81.5l72 387l7.5 40.5t1 26.5t-4 18t-15.5 10t-24 6t-37 4l8 28h461z" id="x1D439"></path></g>
<g transform="matrix(.012,-0,0,-.012,10.637,15.187)"><path d="M412 140l28 -9q0 -2 -35 -131h-373v23q112 112 161 170q59 70 92 127t33 115q0 63 -31 98t-86 35q-75 0 -137 -93l-22 20l57 81q55 59 135 59q69 0 118.5 -46.5t49.5 -122.5q0 -62 -29.5 -114t-102.5 -130l-141 -149h186q42 0 58.5 10.5t38.5 56.5z" id="x32"></path></g>
</svg></span></td><td align="center">100%</td><td align="center"><span style="width: 70.487503px;"><svg height="11.225" id="M363" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 70.487503 11.225" width="70.487503" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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t96 -62.5q53 0 78 45.5t25 105.5q0 68 -35 116t-99 48z" id="x36"></path></g><g transform="matrix(.017,-0,0,-.017,20.257,10.963)"><path d="M447 623l8 -12l-283 -613l-74 -10l-7 11q174 283 297 551h-216q-48 0 -62.5 -12t-33.5 -63h-29q10 60 18 148h382z" id="x37"></path></g><g transform="matrix(.017,-0,0,-.017,28.416,10.963)"><path d="M447 623l8 -12l-283 -613l-74 -10l-7 11q174 283 297 551h-216q-48 0 -62.5 -12t-33.5 -63h-29q10 60 18 148h382z" id="x37"></path></g><g transform="matrix(.017,-0,0,-.017,40.35,10.963)"><path d="M471 153q-22 -15 -61 -13q-25 31 -45.5 49.5t-56.5 41.5q4 -71 28 -134q-17 -33 -42 -46q-24 12 -42 46q24 63 28 134q-36 -23 -56.5 -41.5t-45.5 -49.5q-36 -2 -61 13q0 28 19 59q65 10 130 43q-65 33 -130 43q-19 31 -19 59q22 15 61 13q25 -31 45.5 -49.5t56.5 -41.5
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</svg><sup>
										4</sup></span></td><td align="center">0%</td><td align="center">—</td><td align="center">0%</td><td align="center">—</td><td align="center">0%</td><td align="center">—</td></tr><tr><td align="left"><span style="width: 17.0375px;"><svg height="15.25" id="M364" style="vertical-align:-3.27605pt" version="1.1" viewbox="0 0 17.0375 15.25" width="17.0375" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g transform="matrix(.017,-0,0,-.017,.062,11.112)"><path d="M599 650l-18 -160l-30 -2q-2 70 -11 94q-5 16 -26 24t-75 8h-94q-27 0 -33.5 -6.5t-12.5 -32.5l-43 -226h108q52 0 72.5 5t31 18t28.5 52h28l-40 -200h-28q-1 42 -6 56.5t-24.5 21t-70.5 6.5h-108l-32 -177q-13 -65 1 -80.5t88 -22.5l-8 -28h-279l6 28q61 5 77.5 20.5
t29.5 81.5l72 387l7.5 40.5t1 26.5t-4 18t-15.5 10t-24 6t-37 4l8 28h461z" id="x1D439"></path></g>
<g transform="matrix(.012,-0,0,-.012,10.637,15.187)"><path d="M456 178h-96v-72q0 -51 12.5 -62.5t72.5 -16.5v-27h-256v27q65 5 78 17t13 62v72h-260v28q182 271 300 426h40v-407h96v-47zM280 225v295h-2q-107 -148 -196 -295h198z" id="x34"></path></g>
</svg></span></td><td align="center">100%</td><td align="center"><span style="width: 70.487503px;"><svg height="11.125" id="M365" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 70.487503 11.125" width="70.487503" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg><sup>
										4</sup></span></td><td align="center">0%</td><td align="center">—</td><td align="center">0%</td><td align="center">—</td><td align="center">0%</td><td align="center">—</td></tr><tr><td align="left"><span style="width: 17.0375px;"><svg height="15.4375" id="M366" style="vertical-align:-3.41937pt" version="1.1" viewbox="0 0 17.0375 15.4375" width="17.0375" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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<g transform="matrix(.012,-0,0,-.012,10.637,15.187)"><path d="M244 635q90 0 143 -72t53 -177q0 -133 -65 -229.5t-171 -139.5q-79 -32 -140 -32l-5 30q109 18 185 91t101 186l-68 -36q-29 -16 -60 -16q-79 0 -129 51.5t-50 130.5q0 80 57 146.5t149 66.5zM228 602q-52 0 -78 -45.5t-26 -98.5q0 -69 36.5 -115.5t97.5 -46.5
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</svg></span></td><td align="center">100%</td><td align="center"><span style="width: 70.487503px;"><svg height="11.175" id="M367" style="vertical-align:-0.20474pt" version="1.1" viewbox="0 0 70.487503 11.175" width="70.487503" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg><sup>
										4</sup></span></td><td align="center">0%</td><td align="center">—</td><td align="center">0%</td><td align="center">—</td><td align="center">0%</td><td align="center">—</td></tr><tr><td align="left"><span style="width: 22.737499px;"><svg height="15.25" id="M368" style="vertical-align:-3.27605pt" version="1.1" viewbox="0 0 22.737499 15.25" width="22.737499" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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<g transform="matrix(.012,-0,0,-.012,10.637,15.187)"><path d="M384 0h-275v27q67 5 81.5 18.5t14.5 68.5v385q0 38 -7.5 47.5t-40.5 10.5l-48 2v24q85 15 178 52v-521q0 -55 14.5 -68.5t82.5 -18.5v-27z" id="x31"></path></g><g transform="matrix(.012,-0,0,-.012,16.349,15.187)"><path d="M412 140l28 -9q0 -2 -35 -131h-373v23q112 112 161 170q59 70 92 127t33 115q0 63 -31 98t-86 35q-75 0 -137 -93l-22 20l57 81q55 59 135 59q69 0 118.5 -46.5t49.5 -122.5q0 -62 -29.5 -114t-102.5 -130l-141 -149h186q42 0 58.5 10.5t38.5 56.5z" id="x32"></path></g>
</svg></span></td><td align="center">93%</td><td align="center"><span style="width: 70.487503px;"><svg height="11.125" id="M369" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 70.487503 11.125" width="70.487503" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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</svg><sup>
										4</sup></span></td><td align="center">0%</td><td align="center">—</td><td align="center">0%</td><td align="center">—</td><td align="center">0%</td><td align="center">—</td></tr><tr class="table-tr"><td colspan="9"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Results (success rates) in 10-dimensional spaces.

The Scientific World Journal

tab6

Table 6

Table 6: A Danger-Theory-Based Immune Network Optimization Algorithm 