Automated Design Space Exploration with Aspen

<div>Process diagram of the design exploration workflow. CLI indicates inputs specified via command line options to the four problem formulation tools. <svg height="12.8613pt" id="M53" style="vertical-align:-3.403331pt" version="1.1" viewbox="-0.0498162 -9.45797 24.4225 12.8613" width="24.4225pt" 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="M620 667C620 684 593 710 552 710C515 710 459 687 409 634C360 582 334 506 320 433H247L215 400L220 388H310L259 80C224 -129 199 -161 185 -174C175 -183 160 -192 141 -192C123 -192 90 -181 75 -165C69 -158 64 -156 54 -164C39 -178 24 -195 24 -208C24 -231 61 -257 94 -257C124 -257 162 -243 209 -194C267 -134 303 -66 343 107C369 220 378 279 393 385L503 397L523 433H404C432 619 464 660 500 660C522 660 542 646 566 621C573 614 583 615 593 621C603 628 620 648 620 667Z" id="g50-103"></path><glyph.data ascent="3443" descent="-2856" horiz-adv-x="644" vert-adv-y="644"></glyph.data></g><g transform="matrix(.013,0,0,-0.013,8.378,0)"><path d="M309 -142C211 -61 151 99 151 271S210 601 309 683L288 710C141 611 75 451 75 272V271C75 90 141 -72 288 -169L309 -142Z" id="g50-41"></path><glyph.data ascent="3443" descent="-2856" horiz-adv-x="358" vert-adv-y="358"></glyph.data></g><g transform="matrix(.013,0,0,-0.013,19.191,-.144)"><path d="M-23 595C-47 614 -91 654 -136 708L-164 690L-115 621H-412V568H-116L-164 500L-136 482C-91 536 -47 576 -23 595Z" id="g54-14"></path><glyph.data ascent="3443" descent="-2856" horiz-adv-x="0" vert-adv-y="0"></glyph.data></g><g transform="matrix(.013,0,0,-0.013,13.032,0)"><path d="M504 0V39C460 43 432 59 396 115L305 260C341 307 363 339 385 361C421 395 430 399 486 407V445H300V407C336 400 341 393 327 371C316 353 300 326 279 297L233 369C219 392 225 400 257 407V445H17V407C71 400 83 390 111 344L198 202C167 161 142 127 116 98C84 60 61 48 8 39V0H200V39C161 46 159 58 174 84C187 105 205 138 224 164L273 83C291 54 287 44 249 39V0H504Z" id="g22-118"></path><glyph.data ascent="1041" descent="-369" horiz-adv-x="491" vert-adv-y="491"></glyph.data></g><g transform="matrix(.013,0,0,-0.013,19.609,0)"><path d="M283 271C283 451 220 610 70 710L48 683C146 603 207 443 207 271S149 -59 48 -142L70 -169C220 -67 283 90 283 271Z" id="g50-42"></path><glyph.data ascent="3443" descent="-2856" horiz-adv-x="358" vert-adv-y="358"></glyph.data></g></svg> refers to the objective function and <svg height="9.50779pt" id="M54" style="vertical-align:-0.04981995pt" version="1.1" viewbox="-0.0498162 -9.45797 6.6762 9.50779" width="6.6762pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,6.159,-.144)"><path d="M-23 595C-47 614 -91 654 -136 708L-164 690L-115 621H-412V568H-116L-164 500L-136 482C-91 536 -47 576 -23 595Z" id="g54-14"></path><glyph.data ascent="3443" descent="-2856" horiz-adv-x="0" vert-adv-y="0"></glyph.data></g><g transform="matrix(.013,0,0,-0.013,0,0)"><path d="M504 0V39C460 43 432 59 396 115L305 260C341 307 363 339 385 361C421 395 430 399 486 407V445H300V407C336 400 341 393 327 371C316 353 300 326 279 297L233 369C219 392 225 400 257 407V445H17V407C71 400 83 390 111 344L198 202C167 161 142 127 116 98C84 60 61 48 8 39V0H200V39C161 46 159 58 174 84C187 105 205 138 224 164L273 83C291 54 287 44 249 39V0H504Z" id="g22-118"></path><glyph.data ascent="1041" descent="-369" horiz-adv-x="491" vert-adv-y="491"></glyph.data></g></svg> is the vector of decision variables.</div>

Scientific Programming

Automated Design Space Exploration with Aspen

Figure 1