메뉴 건너뛰기




Volumn 93, Issue 2-4, 2011, Pages 135-146

Survival of the flexible: Explaining the recent popularity of nature-inspired optimization within a rapidly evolving world

Author keywords

Decision theory; Evolutionary algorithms; Mathematical programming; Nature inspired meta heuristics; Operations research; Optimization

Indexed keywords

ACADEMIC RESEARCH; ALGORITHM FRAMEWORK; BUSINESS PRODUCTS; GLOBAL TRENDS; MATHEMATICAL OPTIMIZATION TECHNIQUES; META HEURISTICS; OPTIMIZATION ALGORITHMS; OPTIMIZATION TECHNIQUES; PAUCITY OF DATA; SPECIFIC PROBLEMS;

EID: 84855528692     PISSN: 0010485X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00607-011-0156-x     Document Type: Article
Times cited : (39)

References (71)
  • 2
    • 84855563157 scopus 로고    scopus 로고
    • Recent trends indicate rapidly growing dominance of nature-inspired optimization in academia and industry
    • in press, doi:10.1007/s00607-011-0154-z
    • Whitacre JM(2011) Recent trends indicate rapidly growing dominance of nature-inspired optimization in academia and industry. Computing (in press). doi:10.1007/s00607-011-0154-z
    • (2011) Computing
    • Whitacre, J.M.1
  • 5
    • 34548139140 scopus 로고    scopus 로고
    • Effect of numerical errors on the performance of optimization methods
    • Brisbane, Australia
    • Pham QT (2005) Effect of numerical errors on the performance of optimization methods. In: Proceedings of Chemeca, Brisbane, Australia
    • (2005) Proceedings of Chemeca
    • Pham, Q.T.1
  • 7
    • 21044438483 scopus 로고    scopus 로고
    • Evolutionary optimization in uncertain environments - A survey
    • DOI 10.1109/TEVC.2005.846356
    • Jin Y, Branke J (2005) Evolutionary optimization in uncertain environments-a survey. IEEE Trans Evol Comput 9:303-317 (Pubitemid 40871134)
    • (2005) IEEE Transactions on Evolutionary Computation , vol.9 , Issue.3 , pp. 303-317
    • Jin, Y.1    Branke, J.2
  • 8
    • 0036808673 scopus 로고    scopus 로고
    • From an individual to a population: An analysis of the first hitting time of population-based evolutionary algorithms
    • DOI 10.1109/TEVC.2002.800886
    • He J, Yao X (2002) From an individual to a population: An analysis of the first hitting time of population-based evolutionary algorithms. IEEE Trans Evol Comput 6:495-511 (Pubitemid 35327565)
    • (2002) IEEE Transactions on Evolutionary Computation , vol.6 , Issue.5 , pp. 495-511
    • He, J.1    Yao, X.2
  • 9
    • 58349089548 scopus 로고    scopus 로고
    • Crossover can be constructive when computing unique input output sequences
    • Lehre PK,YaoX(2008) Crossover can be constructive when computing unique input output sequences. Simulated Evol Learn 5361:595-604
    • (2008) Simulated Evol Learn , vol.5361 , pp. 595-604
    • Pkyaox, L.1
  • 10
    • 38149103197 scopus 로고    scopus 로고
    • A note on problem difficulty measures in black-box optimization: Classification, realizations and predictability
    • He J et al (2007) A note on problem difficulty measures in black-box optimization: Classification, realizations and predictability. Evol Comput 15:435-443
    • (2007) Evol Comput , vol.15 , pp. 435-443
    • He, J.1
  • 13
    • 0035478527 scopus 로고    scopus 로고
    • Optimizing epochal evolutionary search: Population-size dependent theory
    • DOI 10.1023/A:1010928206141
    • Van Nimwegen E, Crutchfield JP (2001) Optimizing epochal evolutionary search: population-size dependent theory. Mach Learn 45:77-114 (Pubitemid 32933535)
    • (2001) Machine Learning , vol.45 , Issue.1 , pp. 77-114
    • Van Nimwegen, E.1    Crutchfield, J.P.2
  • 14
    • 0037403590 scopus 로고    scopus 로고
    • Local evolvability of statistically neutral GasNet robot controllers
    • DOI 10.1016/S0303-2647(02)00139-9, PII S0303264702001399
    • Smith T et al (2003) Local evolvability of statistically neutral GasNet robot controllers. Biosystems 69:223-243 (Pubitemid 36416598)
    • (2003) BioSystems , vol.69 , Issue.2-3 , pp. 223-243
    • Smith, T.1    Husbands, P.2    O'Shea, M.3
  • 15
    • 0037297422 scopus 로고    scopus 로고
    • An analysis of the behavior of simplified evolutionary algorithms on trap functions
    • Nijssen S, Back T (2003) An analysis of the behavior of simplified evolutionary algorithms on trap functions. IEEE Trans Evol Comput 7:11-22
    • (2003) IEEE Trans Evol Comput , vol.7 , pp. 11-22
    • Nijssen, S.1    Back, T.2
  • 16
    • 0002819121 scopus 로고
    • A comparative analysis of selection schemes used in genetic algorithms
    • Rawlins JE (ed). Morgan Kaufmann, San Mateo
    • Goldberg DE, Deb K (1991) A comparative analysis of selection schemes used in genetic algorithms. In: Rawlins JE (ed) Foundations of genetic algorithms. Morgan Kaufmann, San Mateo, pp 69-93
    • (1991) Foundations of Genetic Algorithms , pp. 69-93
    • Goldberg, D.E.1    Deb, K.2
  • 17
    • 67349197205 scopus 로고    scopus 로고
    • Making and breaking power laws in evolutionary algorithm population dynamics
    • Whitacre JM et al (2009) Making and breaking power laws in evolutionary algorithm population dynamics. Memet Comput 1:125
    • (2009) Memet Comput , vol.1 , pp. 125
    • Whitacre, J.M.1
  • 18
    • 0032136585 scopus 로고    scopus 로고
    • Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis
    • Herrera F et al (1998) Tackling real-coded genetic algorithms: operators and tools for behavioural analysis. Artif Intell Rev 12:265-319 (Pubitemid 128514089)
    • (1998) Artificial Intelligence Review , vol.12 , Issue.4 , pp. 265-319
    • Herrera, F.1    Lozano, M.2    Verdegay, J.L.3
  • 22
    • 66549099785 scopus 로고    scopus 로고
    • Optimizing global-local search hybrids
    • Goldberg DE, Voessner S (1999) Optimizing global-local search hybrids. Urbana 51:61801
    • (1999) Urbana , vol.51 , pp. 61801
    • Goldberg, D.E.1    Voessner, S.2
  • 24
    • 0008397607 scopus 로고
    • UsingMarkov chains to analyze GAFOs
    • De Jong KA et al (1995) UsingMarkov chains to analyze GAFOs. Found genet algorithms 3:115-137
    • (1995) Found Genet Algorithms , vol.3 , pp. 115-137
    • De Jong, K.A.1
  • 26
    • 0002396899 scopus 로고
    • A hierarchy of evolution programs: An experimental study
    • Michalewicz Z (1993) A hierarchy of evolution programs: an experimental study. Evol Comput 1:51-76
    • (1993) Evol Comput , vol.1 , pp. 51-76
    • Michalewicz, Z.1
  • 28
    • 33744781320 scopus 로고    scopus 로고
    • Evolutionary algorithms + domain knowledge = real-world evolutionary computation
    • Bonissone PP et al (2006) Evolutionary algorithms + domain knowledge = real-world evolutionary computation. IEEE Trans Evol Comput 10:256
    • (2006) IEEE Trans Evol Comput , vol.10 , pp. 256
    • Bonissone, P.P.1
  • 33
    • 30344446363 scopus 로고    scopus 로고
    • Organizing and the process of sensemaking
    • Weick KE et al (2005) Organizing and the process of sensemaking. Organ Sci 16:409
    • (2005) Organ Sci , vol.16 , pp. 409
    • Weick, K.E.1
  • 34
    • 0028578878 scopus 로고
    • Productivity growth, technical progress, and efficiency change in industrialized countries
    • Färe R, et al. (1994) Productivity growth, technical progress, and efficiency change in industrialized countries. The American Economic Review, pp 66-83
    • (1994) The American Economic Review , pp. 66-83
    • Färe, R.1
  • 35
    • 68049128929 scopus 로고    scopus 로고
    • The law of accelerating returns
    • Retrieved Nov 24:2008
    • Kurzweil R (2001) The law of accelerating returns. KuzweilAI. net. Retrieved Nov 24:2008
    • (2001) KuzweilAI. Net.
    • Kurzweil, R.1
  • 36
    • 45749138364 scopus 로고    scopus 로고
    • A functional approach for studying technological progress: Extension to energy technology
    • DOI 10.1016/j.techfore.2007.05.007, PII S0040162507001230
    • Koh H, Magee CL (2008) A functional approach for studying technological progress: extension to energy technology. Technol Forecast Soc Chang 75:735-758 (Pubitemid 351866107)
    • (2008) Technological Forecasting and Social Change , vol.75 , Issue.6 , pp. 735-758
    • Koh, H.1    Magee, C.L.2
  • 38
    • 23744488585 scopus 로고    scopus 로고
    • Kryder's law
    • Walter C (2005) Kryder's law. Sci Am 293:32
    • (2005) Sci Am , vol.293 , pp. 32
    • Walter, C.1
  • 39
    • 0002599232 scopus 로고
    • The dynamics of technological innovation: The case of the chemical industry* 1
    • Achilladelis B et al (1990) The dynamics of technological innovation: The case of the chemical industry* 1. Res Policy 19:1-34
    • (1990) Res Policy , vol.19 , pp. 1-34
    • Achilladelis, B.1
  • 40
    • 0025021555 scopus 로고
    • Learning curves in manufacturing
    • Argote L, Epple D (1990) Learning curves in manufacturing. Science 247:920-924
    • (1990) Science , vol.247 , pp. 920-924
    • Argote, L.1    Epple, D.2
  • 41
    • 49749151012 scopus 로고    scopus 로고
    • Forecasting technology costs via the experience curve-Myth or magic?
    • Alberth S (2008) Forecasting technology costs via the experience curve-Myth or magic? Technol Forecast Soc Chang 75:952-983
    • (2008) Technol Forecast Soc Chang , vol.75 , pp. 952-983
    • Alberth, S.1
  • 43
    • 22544488126 scopus 로고    scopus 로고
    • Technological evolution and radical innovation
    • DOI 10.1509/jmkg.69.3.152.66361
    • Sood A, Tellis GJ (2005) Technological evolution and radical innovation. J Mark 69:152-168 (Pubitemid 41017933)
    • (2005) Journal of Marketing , vol.69 , Issue.3 , pp. 152-168
    • Sood, A.1    Tellis, G.J.2
  • 44
    • 0003192881 scopus 로고
    • Revolutionary change theories: A multilevel exploration of the punctuated equilibrium paradigm
    • Gersick CJG (1991) Revolutionary change theories: a multilevel exploration of the punctuated equilibrium paradigm. Acad Manag Rev 16:10-36
    • (1991) Acad Manag Rev , vol.16 , pp. 10-36
    • Cjg, G.1
  • 45
    • 0000927245 scopus 로고
    • Metrics for measuring product development cycle time
    • Griffin A (1993) Metrics for measuring product development cycle time. J Product Innov Manag 10:112-125
    • (1993) J Product Innov Manag , vol.10 , pp. 112-125
    • Griffin, A.1
  • 46
    • 0006493239 scopus 로고
    • Speeding your new product to market
    • Rosenau MDJr (1988) Speeding your new product to market. J Consum Mark 5:23-36
    • (1988) J Consum Mark , vol.5 , pp. 23-36
    • Rosenau Jr., M.D.1
  • 47
    • 0003375311 scopus 로고
    • Shortening of the PLC: An empirical test
    • Qualls W et al (1981) Shortening of the PLC: an empirical test. J Mark 45:76-80
    • (1981) J Mark , vol.45 , pp. 76-80
    • Qualls, W.1
  • 48
  • 49
    • 0002388229 scopus 로고
    • The hidden costs of accelerated product development
    • Crawford M (1992) The hidden costs of accelerated product development. J Product Innov Manag 9:188-199
    • (1992) J Product Innov Manag , vol.9 , pp. 188-199
    • Crawford, M.1
  • 50
    • 0002388227 scopus 로고
    • A survey of major approaches for accelerating new product development
    • Millson MR et al (1992) A survey of major approaches for accelerating new product development. J Product Innov Manag 9:53-69
    • (1992) J Product Innov Manag , vol.9 , pp. 53-69
    • Millson, M.R.1
  • 51
    • 43949166101 scopus 로고
    • Assessing new product development practices and performance: Establishing crucial norms
    • Page AL (1993) Assessing new product development practices and performance: establishing crucial norms. J Product Innov Manag 10:273-290
    • (1993) J Product Innov Manag , vol.10 , pp. 273-290
    • Page, A.L.1
  • 52
    • 0028500659 scopus 로고
    • Are product life cycles really getting shorter?
    • Bayus BL (1994) Are product life cycles really getting shorter? J Product Innov Manag 11:300-308
    • (1994) J Product Innov Manag , vol.11 , pp. 300-308
    • Bayus, B.L.1
  • 53
    • 0001827031 scopus 로고
    • Time the next source of competitive advantage
    • Stalk G (1988) Time-the next source of competitive advantage. Harv Bus Rev 66:41-51
    • (1988) Harv Bus Rev , vol.66 , pp. 41-51
    • Stalk, G.1
  • 55
    • 0030517079 scopus 로고    scopus 로고
    • Innovation speed: A conceptual model of context, antecedents, and outcomes
    • Kessler EH, Chakrabarti AK (1996) Innovation speed: a conceptual model of context, antecedents, and outcomes. Acad Manag Rev 21:1143-1191
    • (1996) Acad Manag Rev , vol.21 , pp. 1143-1191
    • Kessler, E.H.1    Chakrabarti, A.K.2
  • 56
    • 33744827454 scopus 로고    scopus 로고
    • Entrepreneurship and dynamic capabilities: A review, model and research agenda
    • Zahra SAet al (2006) Entrepreneurship and dynamic capabilities: a review, model and research agenda. J Manag Stud Oxf 43:917
    • (2006) J Manag Stud Oxf , vol.43 , pp. 917
  • 57
    • 0141569060 scopus 로고    scopus 로고
    • The dynamic resource-based view: Capability lifecycles
    • Helfat CE, PeterafMA (2003) The dynamic resource-based view: Capability lifecycles. StrategManag J 24:997-1010
    • (2003) StrategManag J , vol.24 , pp. 997-1010
    • Helfat, C.E.1    Peteraf, M.A.2
  • 58
    • 36248939699 scopus 로고    scopus 로고
    • Explicating dynamic capabilities: The nature and microfoundations of (sustainable) enterprise performance
    • DOI 10.1002/smj.640
    • Teece DJ (2007) Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance. Strateg Manag J 28:1319-1350. doi:10.1002/smj.640 (Pubitemid 350134181)
    • (2007) Strategic Management Journal , vol.28 , Issue.13 , pp. 1319-1350
    • Teece, D.J.1
  • 60
    • 0038257091 scopus 로고
    • Accelerating adaptive processes: Product innovation in the global computer industry
    • Eisenhardt K, Tabrizi BN (1995) Accelerating adaptive processes: product innovation in the global computer industry. Adm Sci Q 40:84-110
    • (1995) Adm Sci Q , vol.40 , pp. 84-110
    • Eisenhardt, K.1    Tabrizi, B.N.2
  • 63
    • 34547402660 scopus 로고    scopus 로고
    • The theory of facilitated variation
    • Gerhart J, Kirschner M (2007) The theory of facilitated variation. Proc Natl Acad Sci 104:8582
    • (2007) Proc Natl Acad Sci , vol.104 , pp. 8582
    • Gerhart, J.1    Kirschner, M.2
  • 65
    • 36348992094 scopus 로고    scopus 로고
    • Robustness and evolvability: A paradox resolved
    • DOI 10.1098/rspb.2007.1137, PII K8N04N024Q2NH243
    • WagnerA(2008) Robustness and evolvability: a paradox resolved. In: Proceedings of theRoyal Society of London, Series B: Biological Sciences, vol 275, pp 91-100 (Pubitemid 350146738)
    • (2008) Proceedings of the Royal Society B: Biological Sciences , vol.275 , Issue.1630 , pp. 91-100
    • Wagner, A.1
  • 66
    • 77649342383 scopus 로고    scopus 로고
    • Degeneracy a design principle for achieving robustness and evolvability
    • Whitacre JM, Bender A (2010) Degeneracy: a design principle for achieving robustness and evolvability J Theor Biol 263:143-153
    • (2010) J Theor Biol , vol.263 , pp. 143-153
    • Whitacre, J.M.1    Bender, A.2
  • 67
    • 77953413516 scopus 로고    scopus 로고
    • Networked buffering: A basic mechanism for distributed robustness in complex adaptive systems
    • Whitacre JM, Bender A (2010) Networked buffering: a basic mechanism for distributed robustness in complex adaptive systems. Theor Biol Med Model 7:15
    • (2010) Theor Biol Med Model , vol.7 , pp. 15
    • Whitacre, J.M.1    Bender, A.2
  • 69
    • 84870807107 scopus 로고    scopus 로고
    • Degeneracy and networked buffering principles for supporting emergent volvability in agile manufacturing systems
    • Special Issue on Emergent Engineering in press
    • Frei R, Whitacre JM, Degeneracy and Networked Buffering: principles for supporting emergent volvability in agile manufacturing systems. JNat Comput. Special Issue on Emergent Engineering (in press)
    • JNat Comput
    • Frei, R.1    Whitacre, J.M.2
  • 70
    • 84870838646 scopus 로고    scopus 로고
    • Evolutionary Mechanics: New engineering principles for the emergence of flexibility in a dynamic and uncertain world
    • in press
    • Whitacre JMet al Evolutionary Mechanics: new engineering principles for the emergence of flexibility in a dynamic and uncertain world (http://www.box.net/shared/l56kcd62uk). Nat Comput (in press)
    • Nat Comput
    • Whitacre, J.M.1
  • 71
    • 78149264265 scopus 로고    scopus 로고
    • The role of degenerate robustness in the evolvability of multi-agent systems in dynamic environments
    • Krakow, Poland
    • Whitacre JM et al (2010) The role of degenerate robustness in the evolvability of multi-agent systems in dynamic environments. In PPSN XI, Krakow, Poland, pp 284-293
    • (2010) PPSN , vol.11 , pp. 284-293
    • Whitacre, J.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.