Manipulating the design space to resolve trade-offs: Theory and evidence
Trade-offs between design goals have traditionally been studied using optimization approaches, which assume a fixed formulation and framing of the design problem. We propose a novel set-theory framework of design spaces to model the role of problem reformulation and reframing in resolving design tra...
Saved in:
Published in | Design studies Vol. 79; p. 101095 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Elsevier Ltd
01.03.2022
|
Subjects | |
Online Access | Get full text |
ISSN | 0142-694X 1872-6909 |
DOI | 10.1016/j.destud.2022.101095 |
Cover
Abstract | Trade-offs between design goals have traditionally been studied using optimization approaches, which assume a fixed formulation and framing of the design problem. We propose a novel set-theory framework of design spaces to model the role of problem reformulation and reframing in resolving design trade-offs. The framework predicts mechanisms by which the designer can alter the boundaries and structure of that space to alter or avoid Pareto frontiers in the original space. Empirical evidence from interviews with designers identifies eight distinct trade-off response mechanisms aligned with the framework's predictions. The framework and interview results provide a foundation for developing methodologies that encourage design space restructuring to avoid unnecessary design compromises and sacrifices.
•Trade-offs between design goals are traditionally studied as optimization problems.•We use set theory to model role of designer's problem reformulation and reframing.•The framework predicts how the designer can alter the structure of the design space.•We collect interview evidence from designers that have faced trade-off situations.•We identify eight trade-off responses that align with the framework's predictions. |
---|---|
AbstractList | Trade-offs between design goals have traditionally been studied using optimization approaches, which assume a fixed formulation and framing of the design problem. We propose a novel set-theory framework of design spaces to model the role of problem reformulation and reframing in resolving design trade-offs. The framework predicts mechanisms by which the designer can alter the boundaries and structure of that space to alter or avoid Pareto frontiers in the original space. Empirical evidence from interviews with designers identifies eight distinct trade-off response mechanisms aligned with the framework's predictions. The framework and interview results provide a foundation for developing methodologies that encourage design space restructuring to avoid unnecessary design compromises and sacrifices.
•Trade-offs between design goals are traditionally studied as optimization problems.•We use set theory to model role of designer's problem reformulation and reframing.•The framework predicts how the designer can alter the structure of the design space.•We collect interview evidence from designers that have faced trade-off situations.•We identify eight trade-off responses that align with the framework's predictions. |
ArticleNumber | 101095 |
Author | Nickel, Jordan Duimering, P. Robert Hurst, Ada |
Author_xml | – sequence: 1 givenname: Jordan orcidid: 0000-0001-8455-6433 surname: Nickel fullname: Nickel, Jordan email: jnickel@uwaterloo.ca – sequence: 2 givenname: P. Robert surname: Duimering fullname: Duimering, P. Robert – sequence: 3 givenname: Ada orcidid: 0000-0002-2481-8566 surname: Hurst fullname: Hurst, Ada |
BookMark | eNqFkEFLAzEUhINUsK3-Aw_5A1tfku3upgdBilqh4qWCtxCTlzZl3ZRkW-i_d5f15EFPb3jwDTMzIaMmNEjILYMZA1bc7WcWU3u0Mw6c9y-Q8wsyZlXJs0KCHJExsLzX-ccVmaS0BwBR5PMxWb3qxh-OtW59s6XtDmln5bcNTQdtkLaBRkyhPnUyaotZcC4t6GaHIZ6pbizFk7fYGLwml07XCW9-7pS8Pz1ulqts_fb8snxYZ0ZA0WZzEEI6DYjCFAyhqAqsKvzMAbnLBRheYVmyCkByKVnldFXqEq1wpWS8tGJKFoOviSGliE4Z33bpQ9MF9LVioPpN1F4Nm6h-EzVs0sH5L_gQ_ZeO5_-w-wHDrtjJY1TJ-L609RFNq2zwfxt8A4O2f1g |
CitedBy_id | crossref_primary_10_1080_21650349_2025_2471301 crossref_primary_10_1115_1_4067866 crossref_primary_10_1017_S089006042400012X crossref_primary_10_3390_biomimetics9090529 crossref_primary_10_1017_dsj_2024_34 |
Cites_doi | 10.1037/h0043158 10.1016/S0954-1810(96)00047-7 10.1016/j.destud.2019.07.002 10.1016/j.jss.2007.10.032 10.1111/j.1467-8667.1996.tb00323.x 10.1016/0142-694X(93)80048-H 10.1016/S0142-694X(96)00024-5 10.1080/14615517.2013.764633 10.1016/j.ast.2012.10.003 10.1504/IJPD.2010.033960 10.1115/1.4001345 10.1016/j.jclepro.2005.03.024 10.1037/h0093502 10.1017/S0890060407000297 10.1037/h0030806 10.1007/BF01681909 10.1162/jiec.1998.2.1.79 10.1126/science.103.2684.677 10.1111/j.1467-8691.1992.tb00031.x 10.1145/3197517.3201385 10.1007/s00163-002-0016-y 10.1115/1.4040548 10.1007/s00163-008-0043-4 10.1016/j.destud.2015.01.002 10.1016/j.destud.2019.10.006 10.1037/h0042769 10.1002/bse.674 10.1007/BF01581342 10.1016/j.destud.2012.09.002 10.1061/40513(279)173 10.1207/s15516709cog1603_3 10.1016/S0142-694X(97)00008-2 10.1037/0003-066X.54.3.182 10.1016/j.destud.2019.10.003 10.1108/EC-03-2014-0065 10.1080/0951839950080103 10.1016/j.destud.2019.10.005 10.1007/s00163-002-0023-z 10.1016/S0142-694X(01)00009-6 10.1162/LEON_a_00862 10.1080/09544820500131300 10.1016/j.cie.2021.107139 10.1037/h0071361 10.1016/j.destud.2019.07.003 10.1016/j.jppr.2013.04.001 |
ContentType | Journal Article |
Copyright | 2022 Elsevier Ltd |
Copyright_xml | – notice: 2022 Elsevier Ltd |
DBID | AAYXX CITATION |
DOI | 10.1016/j.destud.2022.101095 |
DatabaseName | CrossRef |
DatabaseTitle | CrossRef |
DatabaseTitleList | |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Architecture Visual Arts Engineering |
EISSN | 1872-6909 |
ExternalDocumentID | 10_1016_j_destud_2022_101095 S0142694X22000151 |
GroupedDBID | --K --M -~X .-4 .~1 0R~ 1B1 1~. 1~5 29F 4.4 457 4G. 5GY 5VS 7-5 71M 8P~ 9JN AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAQXK AAXUO AAYFN ABBOA ABFNM ABMAC ABTAH ABXDB ABYKQ ACDAQ ACGFS ACNNM ACRLP ACZNC ADBBV ADEZE ADJOM ADMUD ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHHHB AHJVU AHZHX AI. AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD ASPBG AVWKF AXJTR AZFZN BJAXD BKOJK BLXMC CS3 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FGOYB FIRID FNPLU FYGXN G-2 G-Q GBLVA GBOLZ HVGLF HZ~ IHE J1W JJJVA KOM LY7 M41 MO0 N9A O-L O9- OAUVE OZT P-8 P-9 P2P PC. Q38 R2- RIG ROL RPZ SDF SDG SDP SES SET SEW SPC SPCBC SST SSV SSZ T5K VH1 WH7 WUQ XPP ZMT ZY4 ~G- AATTM AAXKI AAYWO AAYXX ABJNI ABWVN ACRPL ACVFH ADCNI ADMHG ADNMO AEIPS AEUPX AFJKZ AFPUW AFXIZ AGCQF AGQPQ AGRNS AIGII AIIUN AKBMS AKRWK AKYEP ANKPU APXCP BNPGV CITATION |
ID | FETCH-LOGICAL-c306t-50339fa0ee3c61e0686e88eb40e2f430c28e771800929918fa87a7ed3f79127d3 |
IEDL.DBID | AIKHN |
ISSN | 0142-694X |
IngestDate | Tue Jul 01 03:34:35 EDT 2025 Thu Apr 24 23:05:21 EDT 2025 Fri Feb 23 02:40:16 EST 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | design theory design model trade-offs framing design practice |
Language | English |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c306t-50339fa0ee3c61e0686e88eb40e2f430c28e771800929918fa87a7ed3f79127d3 |
ORCID | 0000-0001-8455-6433 0000-0002-2481-8566 |
ParticipantIDs | crossref_citationtrail_10_1016_j_destud_2022_101095 crossref_primary_10_1016_j_destud_2022_101095 elsevier_sciencedirect_doi_10_1016_j_destud_2022_101095 |
ProviderPackageCode | CITATION AAYXX |
PublicationCentury | 2000 |
PublicationDate | March 2022 2022-03-00 |
PublicationDateYYYYMMDD | 2022-03-01 |
PublicationDate_xml | – month: 03 year: 2022 text: March 2022 |
PublicationDecade | 2020 |
PublicationTitle | Design studies |
PublicationYear | 2022 |
Publisher | Elsevier Ltd |
Publisher_xml | – name: Elsevier Ltd |
References | Gero, Kumar (bib24) 1993; 14 Ball, Christensen (bib4) 2019; 65 Gibson (bib25) 2013; 31 Chibane, Dubois, De Guio (bib11) 2021; 154 Suwa, Tversky (bib58) 1997; 18 Ahmed, Wallace, Blessing (bib1) 2003; 14 Otto, Antonsson (bib42) 1991; 3 Simon (bib54) 1997; Vol. 3 Crilly (bib15) 2019; 65 Dedoose (bib18) 2021 (bib9) 2014 Gero, Kannengiesser (bib23) 2007; 21 Polkinghorne (bib43) 1995; 8 Rafiq (bib45) 2000; 2000 Akin, Akin (bib2) 1996; 17 Luchins (bib35) 1942; 54 Maher, Poon (bib36) 1996; 11 Schön, Wiggins (bib50) 1992; 1 Schacter (bib48) 1999; 54 Knoblich, Ohlsson, Haider, Rhenius (bib34) 1999; 25 Maher, Tang (bib37) 2003; 14 Simon (bib53) 1956; 63 Weisberg (bib59) 2020 Stevens (bib57) 1946; 103 Kaliszewski, Kiczkowiak, Miroforidis (bib32) 2016; 33 Maier (bib38) 1931; 12 Altshuller (bib3) 1984 Hall, Mayer, Wuggetzer, Childs (bib28) 2013; 2 Crilly, Moroşanu Firth (bib17) 2019; 64 Poon, Maher (bib44) 1997; 11 Stacey, Eckert (bib56) 2010; 11 Gadd (bib21) 2011 Kazakçi, Tsoukias (bib33) 2005; 16 Crilly (bib14) 2019; 64 Goel, Pirolli (bib26) 1992; 16 Savransky (bib47) 2000 Simon, Newell (bib55) 1971; 26 Gero (bib22) 1990; 11 Cavallucci, Rousselot, Zanni (bib8) 2008; Vol. 277 Crilly (bib16) 2021; 7 Halmos (bib29) 1974 Mastroddi, Gemma (bib40) 2013; 28 Byggeth, Hochschorner (bib6) 2006; 14 Dorst, Cross (bib20) 2001; 22 Shergadwala, Bilionis, Kannan, Panchal (bib52) 2018; 140 Cisco (bib12) 2020 Dorst (bib19) 2019; 65 Crilly (bib13) 2015; 38 Malak, Paredis (bib39) 2010; 132 Reich (bib46) 1995; 7 Hatchuel, Weil (bib31) 2009; 19 Schulz, Wang, Grinspun, Solomon, Matusik (bib51) 2018; 37 Carnahan, Thurston (bib7) 1998; 2 Hahn, Figge, Pinkse, Preuss (bib27) 2010; 19 Schön (bib49) 1983 Bate (bib5) 2008; 81 Chandrasekera, Vo, D'Souza (bib10) 2013; 34 Miller (bib41) 1956; 63 Hatchuel, Weil (bib30) 2003 Fischer, Richards (bib60) 2017; 50 Akin (10.1016/j.destud.2022.101095_bib2) 1996; 17 Shergadwala (10.1016/j.destud.2022.101095_bib52) 2018; 140 Crilly (10.1016/j.destud.2022.101095_bib13) 2015; 38 Kaliszewski (10.1016/j.destud.2022.101095_bib32) 2016; 33 Kazakçi (10.1016/j.destud.2022.101095_bib33) 2005; 16 Gibson (10.1016/j.destud.2022.101095_bib25) 2013; 31 Schacter (10.1016/j.destud.2022.101095_bib48) 1999; 54 Chibane (10.1016/j.destud.2022.101095_bib11) 2021; 154 Hatchuel (10.1016/j.destud.2022.101095_bib31) 2009; 19 Crilly (10.1016/j.destud.2022.101095_bib16) 2021; 7 Luchins (10.1016/j.destud.2022.101095_bib35) 1942; 54 Poon (10.1016/j.destud.2022.101095_bib44) 1997; 11 Stevens (10.1016/j.destud.2022.101095_bib57) 1946; 103 Schulz (10.1016/j.destud.2022.101095_bib51) 2018; 37 Crilly (10.1016/j.destud.2022.101095_bib14) 2019; 64 Halmos (10.1016/j.destud.2022.101095_bib29) 1974 Maier (10.1016/j.destud.2022.101095_bib38) 1931; 12 Crilly (10.1016/j.destud.2022.101095_bib15) 2019; 65 Hall (10.1016/j.destud.2022.101095_bib28) 2013; 2 Simon (10.1016/j.destud.2022.101095_bib53) 1956; 63 Cisco (10.1016/j.destud.2022.101095_bib12) Malak (10.1016/j.destud.2022.101095_bib39) 2010; 132 Schön (10.1016/j.destud.2022.101095_bib49) 1983 Gero (10.1016/j.destud.2022.101095_bib22) 1990; 11 Miller (10.1016/j.destud.2022.101095_bib41) 1956; 63 Chandrasekera (10.1016/j.destud.2022.101095_bib10) 2013; 34 Maher (10.1016/j.destud.2022.101095_bib36) 1996; 11 Gero (10.1016/j.destud.2022.101095_bib24) 1993; 14 Carnahan (10.1016/j.destud.2022.101095_bib7) 1998; 2 Maher (10.1016/j.destud.2022.101095_bib37) 2003; 14 Weisberg (10.1016/j.destud.2022.101095_bib59) 2020 Mastroddi (10.1016/j.destud.2022.101095_bib40) 2013; 28 Simon (10.1016/j.destud.2022.101095_bib54) 1997; Vol. 3 Byggeth (10.1016/j.destud.2022.101095_bib6) 2006; 14 Dorst (10.1016/j.destud.2022.101095_bib19) 2019; 65 Stacey (10.1016/j.destud.2022.101095_bib56) 2010; 11 Bate (10.1016/j.destud.2022.101095_bib5) 2008; 81 Goel (10.1016/j.destud.2022.101095_bib26) 1992; 16 Simon (10.1016/j.destud.2022.101095_bib55) 1971; 26 Ahmed (10.1016/j.destud.2022.101095_bib1) 2003; 14 Gero (10.1016/j.destud.2022.101095_bib23) 2007; 21 Schön (10.1016/j.destud.2022.101095_bib50) 1992; 1 Fischer (10.1016/j.destud.2022.101095_bib60) 2017; 50 Hatchuel (10.1016/j.destud.2022.101095_bib30) 2003 Rafiq (10.1016/j.destud.2022.101095_bib45) 2000; 2000 Polkinghorne (10.1016/j.destud.2022.101095_bib43) 1995; 8 Dedoose (10.1016/j.destud.2022.101095_bib18) Dorst (10.1016/j.destud.2022.101095_bib20) 2001; 22 Altshuller (10.1016/j.destud.2022.101095_bib3) 1984 (10.1016/j.destud.2022.101095_bib9) 2014 Ball (10.1016/j.destud.2022.101095_bib4) 2019; 65 Crilly (10.1016/j.destud.2022.101095_bib17) 2019; 64 Hahn (10.1016/j.destud.2022.101095_bib27) 2010; 19 Suwa (10.1016/j.destud.2022.101095_bib58) 1997; 18 Cavallucci (10.1016/j.destud.2022.101095_bib8) 2008; Vol. 277 Knoblich (10.1016/j.destud.2022.101095_bib34) 1999; 25 Reich (10.1016/j.destud.2022.101095_bib46) 1995; 7 Savransky (10.1016/j.destud.2022.101095_bib47) 2000 Gadd (10.1016/j.destud.2022.101095_bib21) 2011 Otto (10.1016/j.destud.2022.101095_bib42) 1991; 3 |
References_xml | – year: 1984 ident: bib3 article-title: Creativity as an exact science: The theory of the solution of inventive problems – volume: 2 start-page: 79 year: 1998 end-page: 92 ident: bib7 article-title: Trade-off modeling for product and manufacturing process design for the environment publication-title: Journal of Industrial Ecology – volume: 21 start-page: 295 year: 2007 end-page: 308 ident: bib23 article-title: An ontology of situated design teams publication-title: Artificial Intelligence for Engineering Design, Analysis and Manufacturing: Artificial Intelligence for Engineering Design, Analysis and Manufacturing – volume: 54 start-page: 1 year: 1942 end-page: 95 ident: bib35 article-title: Mechanization in problem solving: The effect of Einstellung publication-title: Psychological Monographs – volume: 14 start-page: 47 year: 2003 end-page: 63 ident: bib37 article-title: Co-evolution as a computational and cognitive model of design publication-title: Research in Engineering Design – volume: 63 start-page: 81 year: 1956 end-page: 97 ident: bib41 article-title: The magical number seven, plus or minus two: Some limits on our capacity for processing information publication-title: Psychological Review – volume: 81 start-page: 1253 year: 2008 end-page: 1271 ident: bib5 article-title: Systematic approaches to understanding and evaluating design trade-offs publication-title: Journal of Systems and Software – year: 1974 ident: bib29 publication-title: Naive set theory – volume: 7 start-page: 309 year: 2021 end-page: 332 ident: bib16 article-title: The evolution of “Co-evolution” (Part I): Problem solving, problem finding, and their interaction in design and other creative practices publication-title: She Ji: The Journal of Design, Economics, and Innovation – volume: 64 start-page: 169 year: 2019 end-page: 212 ident: bib17 article-title: Creativity and fixation in the real world: Three case studies of invention, design and innovation publication-title: Design Studies – year: 1983 ident: bib49 article-title: The reflective practitioner: How professionals think in action – year: 2020 ident: bib59 article-title: Rethinking creativity: Inside-the-Box thinking as the basis for innovation – volume: 28 start-page: 40 year: 2013 end-page: 55 ident: bib40 article-title: Analysis of Pareto frontiers for multidisciplinary design optimization of aircraft publication-title: Aerospace Science and Technology – volume: 140 year: 2018 ident: bib52 article-title: Quantifying the impact of domain knowledge and problem framing on sequential decisions in engineering design publication-title: Journal of Mechanical Design, Transactions of the ASME – volume: 50 start-page: 36 year: 2017 end-page: 41 ident: bib60 article-title: From goal-oriented to constraint-oriented design: The cybernetic intersection of design theory and systems theory publication-title: Leonardo – volume: 1 start-page: 68 year: 1992 end-page: 74 ident: bib50 article-title: Kinds of seeing in designing publication-title: Creativity and Innovation Management – volume: 11 start-page: 195 year: 1996 end-page: 209 ident: bib36 article-title: Modeling design exploration as Co-evolution publication-title: Computer-Aided Civil and Infrastructure Engineering – volume: 65 start-page: 60 year: 2019 end-page: 77 ident: bib19 article-title: Co-evolution and emergence in design publication-title: Design Studies – start-page: 109 year: 2003 end-page: 110 ident: bib30 article-title: A new approach of innovative design: An introduction to CK theory publication-title: Proceedings of the 14th international conference on engineering design (ICED03) – year: 2021 ident: bib18 article-title: Dedoose Version 8.3.47b, web application for managing, analyzing, and presenting qualitative and mixed method research data – volume: 19 start-page: 217 year: 2010 end-page: 229 ident: bib27 article-title: Trade-offs in corporate sustainability: You can't have your cake and eat it publication-title: Business Strategy and the Environment – volume: 11 start-page: 319 year: 1997 end-page: 327 ident: bib44 article-title: Co-evolution and emergence in design publication-title: Artificial Intelligence in Engineering – year: 2011 ident: bib21 article-title: TRIZ for engineers: Enabling inventive problem solving – volume: 19 start-page: 181 year: 2009 end-page: 192 ident: bib31 article-title: C-K design theory: An advanced formulation publication-title: Research in Engineering Design – volume: 7 start-page: 1 year: 1995 end-page: 18 ident: bib46 article-title: A critical review of general design theory publication-title: Research in Engineering Design – volume: 18 start-page: 385 year: 1997 end-page: 403 ident: bib58 article-title: What do architects and students perceive in their design sketches? A protocol analysis publication-title: Design Studies – volume: 14 start-page: 1420 year: 2006 end-page: 1430 ident: bib6 article-title: Handling trade-offs in Ecodesign tools for sustainable product development and procurement publication-title: Journal of Cleaner Production – volume: 14 start-page: 1 year: 2003 end-page: 11 ident: bib1 article-title: Understanding the differences between how novice and experienced designers approach design tasks publication-title: Research in Engineering Design – volume: 65 start-page: 35 year: 2019 end-page: 59 ident: bib4 article-title: Advancing an understanding of design cognition and design metacognition: Progress and prospects publication-title: Design Studies – volume: 64 start-page: 154 year: 2019 end-page: 168 ident: bib14 article-title: Creativity and fixation in the real world: A literature review of case study research publication-title: Design Studies – volume: 8 start-page: 5 year: 1995 end-page: 23 ident: bib43 article-title: Narrative configuration in qualitative analysis publication-title: International Journal of Qualitative Studies in Education – volume: Vol. 3 year: 1997 ident: bib54 article-title: Bounded rationality publication-title: Models of bounded rationality: Emperically grounded economic reason – volume: 16 start-page: 395 year: 1992 end-page: 429 ident: bib26 article-title: The structure of design problem spaces publication-title: Cognitive Science – volume: 132 year: 2010 ident: bib39 article-title: Using parameterized Pareto sets to model design concepts publication-title: Journal of Mechanical Design – volume: 16 start-page: 399 year: 2005 end-page: 411 ident: bib33 article-title: Extending the C-K design theory: A theoretical background for personal design assistants publication-title: Journal of Engineering Design – volume: 63 start-page: 129 year: 1956 end-page: 138 ident: bib53 article-title: Rational choice and the structure of the environment publication-title: Psychological Review – volume: 14 start-page: 210 year: 1993 end-page: 221 ident: bib24 article-title: Expanding design spaces through new design variables publication-title: Design Studies – volume: 103 start-page: 677 year: 1946 end-page: 680 ident: bib57 article-title: On the theory of scales of measurement publication-title: Science – volume: 31 start-page: 2 year: 2013 end-page: 12 ident: bib25 article-title: Avoiding sustainability trade-offs in environmental assessment publication-title: Impact Assessment and Project Appraisal – volume: 3 start-page: 87 year: 1991 end-page: 103 ident: bib42 article-title: Trade-off strategies in engineering design publication-title: Research in Engineering Design – volume: 2 start-page: 85 year: 2013 end-page: 95 ident: bib28 article-title: Future aircraft cabins and design thinking: Optimisation vs. win-win scenarios publication-title: Propulsion and Power Research – volume: 25 start-page: 1534 year: 1999 end-page: 1555 ident: bib34 article-title: Constraint relaxation and chunk decomposition in insight problem solving publication-title: Journal of Experimental Psychology: Learning, Memory, and Cognition – volume: 154 start-page: 107139 year: 2021 ident: bib11 article-title: Innovation beyond optimization: Application to cutting tool design publication-title: Computers & Industrial Engineering – volume: 65 start-page: 78 year: 2019 end-page: 106 ident: bib15 article-title: Methodological diversity and theoretical integration: Research in design fixation as an example of fixation in research design? publication-title: Design Studies – volume: 22 start-page: 425 year: 2001 end-page: 437 ident: bib20 article-title: Creativity in the design process: Co-evolution of problem-solution publication-title: Design Studies – year: 2020 ident: bib12 article-title: WebEx (Version 40.12.3.11) [Computer software] – volume: 54 start-page: 182 year: 1999 end-page: 203 ident: bib48 article-title: The seven sins of memory: Insights from psychology and cognitive neuroscience publication-title: American Psychologist – volume: 33 start-page: 876 year: 2016 end-page: 895 ident: bib32 article-title: Mechanical design, multiple criteria decision making and Pareto optimality gap publication-title: Engineering Computations – volume: 38 start-page: 54 year: 2015 end-page: 91 ident: bib13 article-title: Fixation and creativity in concept development: The attitudes and practices of expert designers publication-title: Design Studies – volume: 34 start-page: 193 year: 2013 end-page: 215 ident: bib10 article-title: The effect of subliminal suggestions on Sudden Moments of Inspiration (SMI) in the design process publication-title: Design Studies – volume: 26 start-page: 145 year: 1971 end-page: 159 ident: bib55 article-title: Human problem solving: The state of the theory in 1970 publication-title: American Psychologist – volume: 2000 start-page: 1325 year: 2000 end-page: 1333 ident: bib45 article-title: Importance of Pareto optimum solutions in making informed decisions in engineering design publication-title: Proceedings of the Eighth Computing in Civil and Building Engineering – volume: 17 start-page: 341 year: 1996 end-page: 361 ident: bib2 article-title: Frames of reference in architectural design: Analysing the hyperacclamation (A-h-a-!) publication-title: Design Studies – volume: 11 start-page: 241 year: 2010 ident: bib56 article-title: Reshaping the box: Creative designing as constraint management publication-title: International Journal of Product Development – volume: 12 start-page: 181 year: 1931 end-page: 194 ident: bib38 article-title: Reasoning in humans. II. The solution of a problem and its appearance in consciousness publication-title: Journal of Comparative Psychology – volume: 37 year: 2018 ident: bib51 article-title: Interactive exploration of design trade-offs publication-title: ACM Transactions on Graphics – volume: 11 start-page: 26 year: 1990 end-page: 36 ident: bib22 article-title: Design prototypes : A knowledge-based schema for design publication-title: AI Magazine – volume: Vol. 277 start-page: 43 year: 2008 end-page: 56 ident: bib8 article-title: Representing and selecting problems through contradictions clouds publication-title: IFIP International Federation for Information Processing Computer-Aided Innovation (CAI) – year: 2000 ident: bib47 article-title: Engineering of creativity: Introduction to TRIZ methodology of inventive problem solving – year: 2014 ident: bib9 publication-title: An anthology of theories and models of design – volume: 63 start-page: 81 issue: 2 year: 1956 ident: 10.1016/j.destud.2022.101095_bib41 article-title: The magical number seven, plus or minus two: Some limits on our capacity for processing information publication-title: Psychological Review doi: 10.1037/h0043158 – volume: 11 start-page: 319 issue: 3 year: 1997 ident: 10.1016/j.destud.2022.101095_bib44 article-title: Co-evolution and emergence in design publication-title: Artificial Intelligence in Engineering doi: 10.1016/S0954-1810(96)00047-7 – volume: 11 start-page: 26 issue: 4 year: 1990 ident: 10.1016/j.destud.2022.101095_bib22 article-title: Design prototypes : A knowledge-based schema for design publication-title: AI Magazine – year: 1984 ident: 10.1016/j.destud.2022.101095_bib3 – volume: 64 start-page: 154 year: 2019 ident: 10.1016/j.destud.2022.101095_bib14 article-title: Creativity and fixation in the real world: A literature review of case study research publication-title: Design Studies doi: 10.1016/j.destud.2019.07.002 – volume: 81 start-page: 1253 issue: 8 year: 2008 ident: 10.1016/j.destud.2022.101095_bib5 article-title: Systematic approaches to understanding and evaluating design trade-offs publication-title: Journal of Systems and Software doi: 10.1016/j.jss.2007.10.032 – volume: 11 start-page: 195 issue: 3 year: 1996 ident: 10.1016/j.destud.2022.101095_bib36 article-title: Modeling design exploration as Co-evolution publication-title: Computer-Aided Civil and Infrastructure Engineering doi: 10.1111/j.1467-8667.1996.tb00323.x – volume: 14 start-page: 210 issue: 2 year: 1993 ident: 10.1016/j.destud.2022.101095_bib24 article-title: Expanding design spaces through new design variables publication-title: Design Studies doi: 10.1016/0142-694X(93)80048-H – year: 2014 ident: 10.1016/j.destud.2022.101095_bib9 – ident: 10.1016/j.destud.2022.101095_bib12 – volume: 17 start-page: 341 issue: 4 year: 1996 ident: 10.1016/j.destud.2022.101095_bib2 article-title: Frames of reference in architectural design: Analysing the hyperacclamation (A-h-a-!) publication-title: Design Studies doi: 10.1016/S0142-694X(96)00024-5 – year: 2011 ident: 10.1016/j.destud.2022.101095_bib21 – volume: 31 start-page: 2 issue: 1 year: 2013 ident: 10.1016/j.destud.2022.101095_bib25 article-title: Avoiding sustainability trade-offs in environmental assessment publication-title: Impact Assessment and Project Appraisal doi: 10.1080/14615517.2013.764633 – volume: 28 start-page: 40 issue: 1 year: 2013 ident: 10.1016/j.destud.2022.101095_bib40 article-title: Analysis of Pareto frontiers for multidisciplinary design optimization of aircraft publication-title: Aerospace Science and Technology doi: 10.1016/j.ast.2012.10.003 – volume: 25 start-page: 1534 issue: 6 year: 1999 ident: 10.1016/j.destud.2022.101095_bib34 article-title: Constraint relaxation and chunk decomposition in insight problem solving publication-title: Journal of Experimental Psychology: Learning, Memory, and Cognition – volume: 7 start-page: 309 issue: 3 year: 2021 ident: 10.1016/j.destud.2022.101095_bib16 article-title: The evolution of “Co-evolution” (Part I): Problem solving, problem finding, and their interaction in design and other creative practices publication-title: She Ji: The Journal of Design, Economics, and Innovation – volume: Vol. 277 start-page: 43 year: 2008 ident: 10.1016/j.destud.2022.101095_bib8 article-title: Representing and selecting problems through contradictions clouds – volume: 11 start-page: 241 issue: 3/4 year: 2010 ident: 10.1016/j.destud.2022.101095_bib56 article-title: Reshaping the box: Creative designing as constraint management publication-title: International Journal of Product Development doi: 10.1504/IJPD.2010.033960 – volume: 132 issue: 4 year: 2010 ident: 10.1016/j.destud.2022.101095_bib39 article-title: Using parameterized Pareto sets to model design concepts publication-title: Journal of Mechanical Design doi: 10.1115/1.4001345 – volume: 14 start-page: 1420 issue: 15–16 year: 2006 ident: 10.1016/j.destud.2022.101095_bib6 article-title: Handling trade-offs in Ecodesign tools for sustainable product development and procurement publication-title: Journal of Cleaner Production doi: 10.1016/j.jclepro.2005.03.024 – volume: 54 start-page: 1 issue: 6 year: 1942 ident: 10.1016/j.destud.2022.101095_bib35 article-title: Mechanization in problem solving: The effect of Einstellung publication-title: Psychological Monographs doi: 10.1037/h0093502 – volume: 21 start-page: 295 issue: 3 year: 2007 ident: 10.1016/j.destud.2022.101095_bib23 article-title: An ontology of situated design teams publication-title: Artificial Intelligence for Engineering Design, Analysis and Manufacturing: Artificial Intelligence for Engineering Design, Analysis and Manufacturing doi: 10.1017/S0890060407000297 – volume: 26 start-page: 145 issue: 2 year: 1971 ident: 10.1016/j.destud.2022.101095_bib55 article-title: Human problem solving: The state of the theory in 1970 publication-title: American Psychologist doi: 10.1037/h0030806 – volume: 7 start-page: 1 issue: 1 year: 1995 ident: 10.1016/j.destud.2022.101095_bib46 article-title: A critical review of general design theory publication-title: Research in Engineering Design doi: 10.1007/BF01681909 – volume: 2 start-page: 79 issue: 1 year: 1998 ident: 10.1016/j.destud.2022.101095_bib7 article-title: Trade-off modeling for product and manufacturing process design for the environment publication-title: Journal of Industrial Ecology doi: 10.1162/jiec.1998.2.1.79 – start-page: 109 year: 2003 ident: 10.1016/j.destud.2022.101095_bib30 article-title: A new approach of innovative design: An introduction to CK theory – volume: 103 start-page: 677 issue: 2684 year: 1946 ident: 10.1016/j.destud.2022.101095_bib57 article-title: On the theory of scales of measurement publication-title: Science doi: 10.1126/science.103.2684.677 – year: 2020 ident: 10.1016/j.destud.2022.101095_bib59 – volume: 1 start-page: 68 issue: 2 year: 1992 ident: 10.1016/j.destud.2022.101095_bib50 article-title: Kinds of seeing in designing publication-title: Creativity and Innovation Management doi: 10.1111/j.1467-8691.1992.tb00031.x – year: 2000 ident: 10.1016/j.destud.2022.101095_bib47 – volume: 37 issue: 4 year: 2018 ident: 10.1016/j.destud.2022.101095_bib51 article-title: Interactive exploration of design trade-offs publication-title: ACM Transactions on Graphics doi: 10.1145/3197517.3201385 – ident: 10.1016/j.destud.2022.101095_bib18 – volume: 14 start-page: 47 year: 2003 ident: 10.1016/j.destud.2022.101095_bib37 article-title: Co-evolution as a computational and cognitive model of design publication-title: Research in Engineering Design doi: 10.1007/s00163-002-0016-y – volume: 140 issue: 10 year: 2018 ident: 10.1016/j.destud.2022.101095_bib52 article-title: Quantifying the impact of domain knowledge and problem framing on sequential decisions in engineering design publication-title: Journal of Mechanical Design, Transactions of the ASME doi: 10.1115/1.4040548 – volume: 19 start-page: 181 issue: 4 year: 2009 ident: 10.1016/j.destud.2022.101095_bib31 article-title: C-K design theory: An advanced formulation publication-title: Research in Engineering Design doi: 10.1007/s00163-008-0043-4 – volume: 38 start-page: 54 year: 2015 ident: 10.1016/j.destud.2022.101095_bib13 article-title: Fixation and creativity in concept development: The attitudes and practices of expert designers publication-title: Design Studies doi: 10.1016/j.destud.2015.01.002 – volume: 65 start-page: 78 year: 2019 ident: 10.1016/j.destud.2022.101095_bib15 article-title: Methodological diversity and theoretical integration: Research in design fixation as an example of fixation in research design? publication-title: Design Studies doi: 10.1016/j.destud.2019.10.006 – year: 1974 ident: 10.1016/j.destud.2022.101095_bib29 – volume: 63 start-page: 129 issue: 2 year: 1956 ident: 10.1016/j.destud.2022.101095_bib53 article-title: Rational choice and the structure of the environment publication-title: Psychological Review doi: 10.1037/h0042769 – volume: 19 start-page: 217 issue: 4 year: 2010 ident: 10.1016/j.destud.2022.101095_bib27 article-title: Trade-offs in corporate sustainability: You can't have your cake and eat it publication-title: Business Strategy and the Environment doi: 10.1002/bse.674 – volume: 3 start-page: 87 issue: 2 year: 1991 ident: 10.1016/j.destud.2022.101095_bib42 article-title: Trade-off strategies in engineering design publication-title: Research in Engineering Design doi: 10.1007/BF01581342 – volume: 34 start-page: 193 issue: 2 year: 2013 ident: 10.1016/j.destud.2022.101095_bib10 article-title: The effect of subliminal suggestions on Sudden Moments of Inspiration (SMI) in the design process publication-title: Design Studies doi: 10.1016/j.destud.2012.09.002 – volume: 2000 start-page: 1325 year: 2000 ident: 10.1016/j.destud.2022.101095_bib45 article-title: Importance of Pareto optimum solutions in making informed decisions in engineering design publication-title: Proceedings of the Eighth Computing in Civil and Building Engineering doi: 10.1061/40513(279)173 – volume: 16 start-page: 395 issue: 3 year: 1992 ident: 10.1016/j.destud.2022.101095_bib26 article-title: The structure of design problem spaces publication-title: Cognitive Science doi: 10.1207/s15516709cog1603_3 – volume: 18 start-page: 385 issue: 4 year: 1997 ident: 10.1016/j.destud.2022.101095_bib58 article-title: What do architects and students perceive in their design sketches? A protocol analysis publication-title: Design Studies doi: 10.1016/S0142-694X(97)00008-2 – volume: 54 start-page: 182 issue: 3 year: 1999 ident: 10.1016/j.destud.2022.101095_bib48 article-title: The seven sins of memory: Insights from psychology and cognitive neuroscience publication-title: American Psychologist doi: 10.1037/0003-066X.54.3.182 – volume: 65 start-page: 35 year: 2019 ident: 10.1016/j.destud.2022.101095_bib4 article-title: Advancing an understanding of design cognition and design metacognition: Progress and prospects publication-title: Design Studies doi: 10.1016/j.destud.2019.10.003 – volume: 33 start-page: 876 issue: 3 year: 2016 ident: 10.1016/j.destud.2022.101095_bib32 article-title: Mechanical design, multiple criteria decision making and Pareto optimality gap publication-title: Engineering Computations doi: 10.1108/EC-03-2014-0065 – volume: 8 start-page: 5 issue: 1 year: 1995 ident: 10.1016/j.destud.2022.101095_bib43 article-title: Narrative configuration in qualitative analysis publication-title: International Journal of Qualitative Studies in Education doi: 10.1080/0951839950080103 – volume: 65 start-page: 60 year: 2019 ident: 10.1016/j.destud.2022.101095_bib19 article-title: Co-evolution and emergence in design publication-title: Design Studies doi: 10.1016/j.destud.2019.10.005 – volume: 14 start-page: 1 issue: 1 year: 2003 ident: 10.1016/j.destud.2022.101095_bib1 article-title: Understanding the differences between how novice and experienced designers approach design tasks publication-title: Research in Engineering Design doi: 10.1007/s00163-002-0023-z – volume: 22 start-page: 425 issue: 5 year: 2001 ident: 10.1016/j.destud.2022.101095_bib20 article-title: Creativity in the design process: Co-evolution of problem-solution publication-title: Design Studies doi: 10.1016/S0142-694X(01)00009-6 – volume: Vol. 3 year: 1997 ident: 10.1016/j.destud.2022.101095_bib54 article-title: Bounded rationality – year: 1983 ident: 10.1016/j.destud.2022.101095_bib49 – volume: 50 start-page: 36 issue: 1 year: 2017 ident: 10.1016/j.destud.2022.101095_bib60 article-title: From goal-oriented to constraint-oriented design: The cybernetic intersection of design theory and systems theory publication-title: Leonardo doi: 10.1162/LEON_a_00862 – volume: 16 start-page: 399 issue: 4 year: 2005 ident: 10.1016/j.destud.2022.101095_bib33 article-title: Extending the C-K design theory: A theoretical background for personal design assistants publication-title: Journal of Engineering Design doi: 10.1080/09544820500131300 – volume: 154 start-page: 107139 issue: June 2020 year: 2021 ident: 10.1016/j.destud.2022.101095_bib11 article-title: Innovation beyond optimization: Application to cutting tool design publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2021.107139 – volume: 12 start-page: 181 issue: 2 year: 1931 ident: 10.1016/j.destud.2022.101095_bib38 article-title: Reasoning in humans. II. The solution of a problem and its appearance in consciousness publication-title: Journal of Comparative Psychology doi: 10.1037/h0071361 – volume: 64 start-page: 169 year: 2019 ident: 10.1016/j.destud.2022.101095_bib17 article-title: Creativity and fixation in the real world: Three case studies of invention, design and innovation publication-title: Design Studies doi: 10.1016/j.destud.2019.07.003 – volume: 2 start-page: 85 issue: 2 year: 2013 ident: 10.1016/j.destud.2022.101095_bib28 article-title: Future aircraft cabins and design thinking: Optimisation vs. win-win scenarios publication-title: Propulsion and Power Research doi: 10.1016/j.jppr.2013.04.001 |
SSID | ssj0003645 |
Score | 2.3577502 |
Snippet | Trade-offs between design goals have traditionally been studied using optimization approaches, which assume a fixed formulation and framing of the design... |
SourceID | crossref elsevier |
SourceType | Enrichment Source Index Database Publisher |
StartPage | 101095 |
SubjectTerms | design model design practice design theory framing trade-offs |
Title | Manipulating the design space to resolve trade-offs: Theory and evidence |
URI | https://dx.doi.org/10.1016/j.destud.2022.101095 |
Volume | 79 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3dS8MwED_mfFFBdCrOj5EHX-PapFtb38ZwTMf2IE73VrLkKhPpZB8--rd7WdoxQRR8aht6UC7p7-6S390BXElNdo2mk5uIfreAPA6uRIwctWfIesiwoe1-R3_Q7A6D-1FjVIJ2kQtjaZU59jtMX6F1PlLPtVl_n0zqlpZk0zBHQqwSgikE2hZk7aMybLfuet3BGpDtSZtjMgpuBYoMuhXNy6Ct40qBohB2yLONJn6yUBtWp3MA-7m7yFruiw6hhFkF9lobu_8V2N2oKUhPT5P50onMj6DbV9nEtejKXhg5e8ysKBuMgEQjW0wZhdvTtw-6nSmDfJqm8xvmEvaZygzDvOvoMQw7t4_tLs-bJ3BNUcCC2-PJOFUeotRNH20mCEYRjgMPRRpIT4sIQzJMtugS-YhRqqJQhWhkGsa-CI08gXI2zfAUmFK-8cd-qmLTCAiQohiDpm7KsRSK3I-wCrJQWKLzyuK2wcVbUlDIXhOn5sSqOXFqrgJfS727yhp_vB8Wc5F8WyEJgf-vkmf_ljyHHfvkOGcXUF7MlnhJTshiXIOt60-_li81e-09PPe-AIZV2yY |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LT8MwDI6mceAhIRggxjMHrmFt0vXBbZqYBmw7bWi3Kk1cNDR10x4c-e04TQtDQiBxa5NYqhzXj-SzTciNUGjXcDuZDvF389DjYJJHwEA5Gq2HCJrKnHf0B3535D2Om-MKaZe5MAZWWeh-q9NzbV2MNApuNuaTScPAkkwa5pjzPCEYQ6Atz7Q5QKG-ff_CeZh7Notj5MwsL_PncpCXBlPFFcNEzs2QY9pM_GSfNmxO54DsF84ibdnvOSQVyGpkr7Vx9l8juxsVBfHtebJcW5LlEen2ZTaxDbqyF4quHtU5YIOiGlFAVzOKwfZs-oaPC6mBzdJ0eUdtuj6VmaZQ9Bw9JqPO_bDdZUXrBKYwBlgxczkZpdIBEMp3weSBQBhC4jnAU084iocQoFkyJZfQQwxTGQYyAC3SIHJ5oMUJqWazDE4JldLVbuKmMtJND9VRGIHnK18kgkt0PoI6ESXDYlXUFTftLaZxCSB7jS2bY8Pm2LK5Ttgn1dzW1fhjfVDuRfxNPmJU_b9Snv2b8ppsd4f9Xtx7GDydkx0zY9FnF6S6WqzhEt2RVXKVi9sHb03aRQ |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Manipulating+the+design+space+to+resolve+trade-offs%3A+Theory+and+evidence&rft.jtitle=Design+studies&rft.au=Nickel%2C+Jordan&rft.au=Duimering%2C+P.+Robert&rft.au=Hurst%2C+Ada&rft.date=2022-03-01&rft.issn=0142-694X&rft.volume=79&rft.spage=101095&rft_id=info:doi/10.1016%2Fj.destud.2022.101095&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_destud_2022_101095 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0142-694X&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0142-694X&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0142-694X&client=summon |