메뉴 건너뛰기




Volumn 56, Issue 4, 2012, Pages 232-247

Intractability and approximation of optimization theories of cognition

Author keywords

Approximation; Coherence; Computational complexity; Computational level theory; Constraint satisfaction; Harmony maximization; NP hard; Optimization; Rational explanation

Indexed keywords


EID: 84866122974     PISSN: 00222496     EISSN: 10960880     Source Type: Journal    
DOI: 10.1016/j.jmp.2012.05.002     Document Type: Article
Times cited : (20)

References (57)
  • 1
    • 0032089922 scopus 로고    scopus 로고
    • Approximation MAPs for belief networks is NP-hard and other theorems
    • Abdelbar A., Hedetniemi S. Approximation MAPs for belief networks is NP-hard and other theorems. Artificial Intelligence 1998, 102:21-38.
    • (1998) Artificial Intelligence , vol.102 , pp. 21-38
    • Abdelbar, A.1    Hedetniemi, S.2
  • 4
    • 70350569456 scopus 로고    scopus 로고
    • Action understanding as inverse planning
    • Baker C., Saxe R., Tenenbaum J. Action understanding as inverse planning. Cognition 2009, 113:329-349.
    • (2009) Cognition , vol.113 , pp. 329-349
    • Baker, C.1    Saxe, R.2    Tenenbaum, J.3
  • 7
    • 0028498153 scopus 로고
    • The computational complexity of propositional STRIPS planning
    • Bylander T. The computational complexity of propositional STRIPS planning. Artificial Intelligence 1994, 89(1-2):165-204.
    • (1994) Artificial Intelligence , vol.89 , Issue.1-2 , pp. 165-204
    • Bylander, T.1
  • 8
    • 0346520817 scopus 로고    scopus 로고
    • Representational distortion, similarity, and the universal law of generalization
    • Department of Artificial Intelligence. University of Edinburgh, Edinburgh
    • Chater, N., & Hahn, U. (1997). Representational distortion, similarity, and the universal law of generalization. In Proceedings of the interdisciplinary workshop on similarity and categorization, SimCat97. Department of Artificial Intelligence. University of Edinburgh, Edinburgh (pp. 31-36).
    • (1997) Proceedings of the interdisciplinary workshop on similarity and categorization, SimCat97 , pp. 31-36
    • Chater, N.1    Hahn, U.2
  • 9
    • 62649115117 scopus 로고    scopus 로고
    • Précis of Bayesian rationality: the probabilistic approach to human reasoning
    • Chater N., Oaksford M. Précis of Bayesian rationality: the probabilistic approach to human reasoning. Behavioral and Brain Sciences 2009, 32:69-120.
    • (2009) Behavioral and Brain Sciences , vol.32 , pp. 69-120
    • Chater, N.1    Oaksford, M.2
  • 10
  • 13
  • 14
    • 84937424609 scopus 로고    scopus 로고
    • On the hardness of approximating NP witnesses
    • Springer, Proceedings of APPROX 2000: third international workshop on approximationm algorithms for combinatorial optimization
    • Feige U., Langberg M., Nissim K. On the hardness of approximating NP witnesses. Lecture notes in computer science 2000, vol. 1913:120-131. Springer.
    • (2000) Lecture notes in computer science , vol.1913 , pp. 120-131
    • Feige, U.1    Langberg, M.2    Nissim, K.3
  • 16
    • 70149110596 scopus 로고    scopus 로고
    • The status of the P versus NP problem
    • Fortnow L. The status of the P versus NP problem. Communications of the ACM 2009, 52(9):78-86.
    • (2009) Communications of the ACM , vol.52 , Issue.9 , pp. 78-86
    • Fortnow, L.1
  • 17
    • 0035418468 scopus 로고    scopus 로고
    • Tractable competence
    • Frixione M. Tractable competence. Minds and Machines 2001, 11:379-397.
    • (2001) Minds and Machines , vol.11 , pp. 379-397
    • Frixione, M.1
  • 19
    • 48749148075 scopus 로고
    • Structure-mapping: a theoretical framework for analogy
    • Gentner D. Structure-mapping: a theoretical framework for analogy. Cognitive Science 1983, 7:155-170.
    • (1983) Cognitive Science , vol.7 , pp. 155-170
    • Gentner, D.1
  • 20
    • 39049143373 scopus 로고    scopus 로고
    • Fast and frugal heuristics are plausible models of cognition: reply to Dougherty, Franco-Watkins, and Thomas
    • Gigerenzer G., Hoffrage U., Goldstein D. Fast and frugal heuristics are plausible models of cognition: reply to Dougherty, Franco-Watkins, and Thomas. Psychological Review 2008, 115:1230-1239.
    • (2008) Psychological Review , vol.115 , pp. 1230-1239
    • Gigerenzer, G.1    Hoffrage, U.2    Goldstein, D.3
  • 23
    • 0017540823 scopus 로고
    • Pattern similarity and cognitive transformations
    • Imai S. Pattern similarity and cognitive transformations. Acta Psychologica 1977, 41:433-447.
    • (1977) Acta Psychologica , vol.41 , pp. 433-447
    • Imai, S.1
  • 25
    • 35548929021 scopus 로고    scopus 로고
    • Decision theory: what should the nervous system do?
    • Körding K. Decision theory: what should the nervous system do?. Science 2007, 318:606-610.
    • (2007) Science , vol.318 , pp. 606-610
    • Körding, K.1
  • 26
    • 77955277121 scopus 로고    scopus 로고
    • Bridging levels of analysis: comment on McClelland and Griffiths
    • Kruschke J.K. Bridging levels of analysis: comment on McClelland and Griffiths. Trends in Cognitive Sciences 2010, 14(8):344-345.
    • (2010) Trends in Cognitive Sciences , vol.14 , Issue.8 , pp. 344-345
    • Kruschke, J.K.1
  • 29
    • 79960122368 scopus 로고    scopus 로고
    • Bayesian intractability is not an ailment that approximation can cure
    • Kwisthout J., Wareham T., van Rooij I. Bayesian intractability is not an ailment that approximation can cure. Cognitive Science 2011, 35(5):779-784.
    • (2011) Cognitive Science , vol.35 , Issue.5 , pp. 779-784
    • Kwisthout, J.1    Wareham, T.2    van Rooij, I.3
  • 30
    • 0001061521 scopus 로고
    • Logic and the complexity of reasoning
    • Levesque H. Logic and the complexity of reasoning. Journal of Philosophical Logic 1988, 17:355-389.
    • (1988) Journal of Philosophical Logic , vol.17 , pp. 355-389
    • Levesque, H.1
  • 34
    • 0002077494 scopus 로고    scopus 로고
    • Coherence: the price of the ticket
    • Millgram E. Coherence: the price of the ticket. Journal of Philosophy 2000, 97:82-93.
    • (2000) Journal of Philosophy , vol.97 , pp. 82-93
    • Millgram, E.1
  • 37
    • 0036080372 scopus 로고    scopus 로고
    • A simplicity principle in unsupervised human categorization
    • Pothos E., Chater N. A simplicity principle in unsupervised human categorization. Cognitive Science 2002, 26:303-343.
    • (2002) Cognitive Science , vol.26 , pp. 303-343
    • Pothos, E.1    Chater, N.2
  • 38
    • 0001831524 scopus 로고
    • On the internal structure of perceptual and semantic categories
    • Academic Press, New York, NY, T. Moore (Ed.)
    • Rosch E. On the internal structure of perceptual and semantic categories. Cognitive development and the acquisition of language 1973, Academic Press, New York, NY. T. Moore (Ed.).
    • (1973) Cognitive development and the acquisition of language
    • Rosch, E.1
  • 39
    • 0242631621 scopus 로고
    • Family resemblances: studies in the internal structure of categories
    • Rosch E., Mervis C. Family resemblances: studies in the internal structure of categories. Cognitive Psychology 1975, 7:573-605.
    • (1975) Cognitive Psychology , vol.7 , pp. 573-605
    • Rosch, E.1    Mervis, C.2
  • 40
    • 78249247078 scopus 로고    scopus 로고
    • Rational approximations to rational models: alternative algorithms for category learning
    • Sanborn A.N., Griffiths T.L., Navarro D.J. Rational approximations to rational models: alternative algorithms for category learning. Psychological Review 2010, 117(4):1144-1167.
    • (2010) Psychological Review , vol.117 , Issue.4 , pp. 1144-1167
    • Sanborn, A.N.1    Griffiths, T.L.2    Navarro, D.J.3
  • 41
    • 33748176479 scopus 로고    scopus 로고
    • A fuzzy measure of explanatory coherence
    • Schoch D. A fuzzy measure of explanatory coherence. Synthese 2000, 122:291-311.
    • (2000) Synthese , vol.122 , pp. 291-311
    • Schoch, D.1
  • 44
    • 0031607015 scopus 로고    scopus 로고
    • Coherence as constraint satisfaction
    • Thagard P., Verbeurgt K. Coherence as constraint satisfaction. Cognitive Science 1998, 22(1):1-24.
    • (1998) Cognitive Science , vol.22 , Issue.1 , pp. 1-24
    • Thagard, P.1    Verbeurgt, K.2
  • 45
    • 70449713554 scopus 로고    scopus 로고
    • The expected utility of movement
    • Elsevier Inc., Amsterdam, P. Glimcher, C. Camerer, R. Poldrack, E. Fehr (Eds.)
    • Trommershäuser J., Maloney L., Landy M. The expected utility of movement. Neuroeconomics: decision making and the brain 2009, 95-111. Elsevier Inc., Amsterdam. P. Glimcher, C. Camerer, R. Poldrack, E. Fehr (Eds.).
    • (2009) Neuroeconomics: decision making and the brain , pp. 95-111
    • Trommershäuser, J.1    Maloney, L.2    Landy, M.3
  • 46
    • 0038341540 scopus 로고
    • Analyzing vision at the complexity level
    • Tsotsos J. Analyzing vision at the complexity level. Behavioral and Brain Sciences 1990, 13:423-469.
    • (1990) Behavioral and Brain Sciences , vol.13 , pp. 423-469
    • Tsotsos, J.1
  • 47
    • 80054992372 scopus 로고    scopus 로고
    • Dynamics of gestalt psychology (invited review of perceptual dynamics: theoretical foundations and philosophical implications of gestalt psychology by F. Sundqvist)
    • van der Helm P. Dynamics of gestalt psychology (invited review of perceptual dynamics: theoretical foundations and philosophical implications of gestalt psychology by F. Sundqvist). Philosophical Psychology 2006, 19(1):274-279.
    • (2006) Philosophical Psychology , vol.19 , Issue.1 , pp. 274-279
    • van der Helm, P.1
  • 49
    • 0030194567 scopus 로고    scopus 로고
    • Goodness of visual regularities: a nontransformational approach
    • van der Helm P., Leeuwenberg E. Goodness of visual regularities: a nontransformational approach. Psychological Review 1996, 103:429-456.
    • (1996) Psychological Review , vol.103 , pp. 429-456
    • van der Helm, P.1    Leeuwenberg, E.2
  • 50
    • 49949096946 scopus 로고    scopus 로고
    • The tractable cognition thesis
    • van Rooij I. The tractable cognition thesis. Cognitive Science 2008, 32:939-984.
    • (2008) Cognitive Science , vol.32 , pp. 939-984
    • van Rooij, I.1
  • 51
    • 17044436062 scopus 로고    scopus 로고
    • Tractable cognition: complexity theory in cognitive psychology
    • Ph.D. Thesis. Department of Psychology. University of Victoria.
    • van Rooij, I. (2003). Tractable cognition: complexity theory in cognitive psychology. Ph.D. Thesis. Department of Psychology. University of Victoria.
    • (2003)
    • van Rooij, I.1
  • 54
    • 43249114133 scopus 로고    scopus 로고
    • Parameterized complexity in cognitive modeling: foundations, applications and opportunities
    • van Rooij I., Wareham T. Parameterized complexity in cognitive modeling: foundations, applications and opportunities. Computer Journal 2008, 51(3):385-404.
    • (2008) Computer Journal , vol.51 , Issue.3 , pp. 385-404
    • van Rooij, I.1    Wareham, T.2
  • 55
    • 84865574534 scopus 로고    scopus 로고
    • Intractability and the use of heuristics in psychological explanation
    • Synthese, in press ().
    • van Rooij, I., Wright, C.D., & Wareham, T. Intractability and the use of heuristics in psychological explanation. Synthese, in press (). http://dx.doi.org/10.1007/s11229-010-9847-7.
    • van Rooij, I.1    Wright, C.D.2    Wareham, T.3
  • 57
    • 84866078010 scopus 로고    scopus 로고
    • Approximation of some AI problems
    • Ph.D. Thesis. Department of Computer Science. University of Waterloo.
    • Verbeurgt, K. (1998). Approximation of some AI problems. Ph.D. Thesis. Department of Computer Science. University of Waterloo.
    • (1998)
    • Verbeurgt, K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.