An Adaptive Large Neighborhood Search Algorithm for the Satellite Data Transmission Scheduling Problem

<table class="table-group" id="tab7"><tr><td><table class="table"><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr class="thead"><td class="align_left">Instance</td><td class="align_center"><span style="width: 37.7669ptpx;"><svg height="11.7782pt" id="M101" style="vertical-align:-3.42938pt" version="1.1" viewbox="-0.0498162 -8.34882 37.7669 11.7782" width="37.7669pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M538 96L524 119C492 88 454 63 446 63C439 63 434 70 440 101C463 223 491 341 518 448H508L433 422L401 276C355 192 240 56 188 56C163 56 154 89 163 133C184 233 207 338 235 443L230 448L152 424L58 17C40 -60 23 -143 23 -185C23 -241 42 -261 63 -261C92 -261 117 -241 125 -227L124 -221C109 -209 89 -165 89 -103C89 -55 96 -13 105 26H107C121 -3 134 -12 151 -12C172 -12 194 -5 221 16C279 61 330 124 384 194H386C381 159 377 141 368 105C343 3 363 -12 383 -12C416 -12 486 35 538 96Z"></path></g><g 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-241 125 -227L124 -221C109 -209 89 -165 89 -103C89 -55 96 -13 105 26H107C121 -3 134 -12 151 -12C172 -12 194 -5 221 16C279 61 330 124 384 194H386C381 159 377 141 368 105C343 3 363 -12 383 -12C416 -12 486 35 538 96Z"></path></g><g transform="matrix(.013,0,0,-0.013,10.848,0)"><path d="M535 323V373H52V323H535ZM535 138V188H52V138H535Z"></path></g><g transform="matrix(.013,0,0,-0.013,22.111,0)"><path d="M241 635C89 635 35 457 35 312C35 153 89 -12 240 -12C390 -12 443 166 443 312C443 466 390 635 241 635ZM238 602C329 602 354 454 354 312C354 172 330 22 240 22C152 22 124 173 124 313S148 602 238 602Z"></path></g><g transform="matrix(.013,0,0,-0.013,28.351,0)"><path d="M113 -12C146 -12 170 11 170 46C170 78 146 103 114 103S58 78 58 46C58 11 82 -12 113 -12Z"></path></g><g transform="matrix(.013,0,0,-0.013,31.315,0)"><path d="M447 623H65C61 580 56 530 47 475H76C100 541 106 550 172 550H388C308 376 196 170 91 -1L98 -12L172 -2C268 204 360 408 455 611L447 623Z"></path></g></svg></span></td><td class="align_center"><span style="width: 37.7669ptpx;"><svg height="11.7782pt" id="M105" style="vertical-align:-3.42938pt" version="1.1" viewbox="-0.0498162 -8.34882 37.7669 11.7782" width="37.7669pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M538 96L524 119C492 88 454 63 446 63C439 63 434 70 440 101C463 223 491 341 518 448H508L433 422L401 276C355 192 240 56 188 56C163 56 154 89 163 133C184 233 207 338 235 443L230 448L152 424L58 17C40 -60 23 -143 23 -185C23 -241 42 -261 63 -261C92 -261 117 -241 125 -227L124 -221C109 -209 89 -165 89 -103C89 -55 96 -13 105 26H107C121 -3 134 -12 151 -12C172 -12 194 -5 221 16C279 61 330 124 384 194H386C381 159 377 141 368 105C343 3 363 -12 383 -12C416 -12 486 35 538 96Z"></path></g><g transform="matrix(.013,0,0,-0.013,10.848,0)"><path d="M535 323V373H52V323H535ZM535 138V188H52V138H535Z"></path></g><g transform="matrix(.013,0,0,-0.013,22.111,0)"><path d="M241 635C89 635 35 457 35 312C35 153 89 -12 240 -12C390 -12 443 166 443 312C443 466 390 635 241 635ZM238 602C329 602 354 454 354 312C354 172 330 22 240 22C152 22 124 173 124 313S148 602 238 602Z"></path></g><g transform="matrix(.013,0,0,-0.013,28.351,0)"><path d="M113 -12C146 -12 170 11 170 46C170 78 146 103 114 103S58 78 58 46C58 11 82 -12 113 -12Z"></path></g><g transform="matrix(.013,0,0,-0.013,31.315,0)"><path d="M244 635C114 635 38 519 38 422C38 317 111 240 217 240C236 240 255 244 277 256L345 292C311 140 203 39 59 15L64 -15C89 -15 150 -5 204 17C339 72 440 202 440 386C440 521 368 635 244 635ZM228 602C326 602 352 479 352 390C352 370 351 347 348 324C327 308 293 296 258 296C174 296 124 369 124 458C124 517 152 602 228 602Z"></path></g></svg></span></td><td class="align_center"><span style="width: 28.5284ptpx;"><svg height="11.7782pt" id="M106" style="vertical-align:-3.42938pt" version="1.1" viewbox="-0.0498162 -8.34882 28.5284 11.7782" width="28.5284pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M538 96L524 119C492 88 454 63 446 63C439 63 434 70 440 101C463 223 491 341 518 448H508L433 422L401 276C355 192 240 56 188 56C163 56 154 89 163 133C184 233 207 338 235 443L230 448L152 424L58 17C40 -60 23 -143 23 -185C23 -241 42 -261 63 -261C92 -261 117 -241 125 -227L124 -221C109 -209 89 -165 89 -103C89 -55 96 -13 105 26H107C121 -3 134 -12 151 -12C172 -12 194 -5 221 16C279 61 330 124 384 194H386C381 159 377 141 368 105C343 3 363 -12 383 -12C416 -12 486 35 538 96Z"></path></g><g transform="matrix(.013,0,0,-0.013,10.848,0)"><path d="M535 323V373H52V323H535ZM535 138V188H52V138H535Z"></path></g><g transform="matrix(.013,0,0,-0.013,22.111,0)"><path d="M241 635C89 635 35 457 35 312C35 153 89 -12 240 -12C390 -12 443 166 443 312C443 466 390 635 241 635ZM238 602C329 602 354 454 354 312C354 172 330 22 240 22C152 22 124 173 124 313S148 602 238 602Z"></path></g></svg></span></td></tr><tr><td class="thead-hr" colspan="7"><hr/></td></tr><tr><td class="align_left">400</td><td class="align_center">9389.6</td><td class="align_center">9827.4</td><td class="align_center">11438.3</td><td class="align_center">10274.5</td><td class="align_center">9568.3</td><td class="align_center">8753.4</td></tr><tr><td class="align_left">500</td><td class="align_center">9064.7</td><td class="align_center">9421.8</td><td class="align_center">10284.4</td><td class="align_center">9621.9</td><td class="align_center">9378.5</td><td class="align_center">7285.1</td></tr><tr><td class="align_left">600</td><td class="align_center">9073.8</td><td class="align_center">9601.1</td><td class="align_center">10728.6</td><td class="align_center">9507.2</td><td class="align_center">9381.4</td><td class="align_center">8219.5</td></tr><tr><td class="align_left">700</td><td class="align_center">11527.3</td><td class="align_center">12759.2</td><td class="align_center">13965.5</td><td class="align_center">13684.3</td><td class="align_center">12985.6</td><td class="align_center">9483.2</td></tr><tr><td class="align_left">800</td><td class="align_center">11962.5</td><td class="align_center">12894.1</td><td class="align_center">13552.4</td><td class="align_center">12763.8</td><td class="align_center">13074.7</td><td class="align_center">10184.6</td></tr><tr><td class="align_left">900</td><td class="align_center">13752.6</td><td class="align_center">14864.2</td><td class="align_center">15075.1</td><td class="align_center">14719.4</td><td class="align_center">13966.3</td><td class="align_center">11022.7</td></tr><tr><td class="align_left">1000</td><td class="align_center">12836.7</td><td class="align_center">12905.3</td><td class="align_center">14588.9</td><td class="align_center">13174.3</td><td class="align_center">13286.5</td><td class="align_center">11795.3</td></tr><tr class="table-tr"><td colspan="7"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Profit under different weight update parameters.</div>

International Journal of Aerospace Engineering

tab7

Table 7

Table 7: An Adaptive Large Neighborhood Search Algorithm for the Satellite Data Transmission Scheduling Problem 