Searching NK Fitness Landscapes: On the Trade Off Between Speed and Quality in Complex Problem Solving
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DOI: 10.1007/s10614-009-9192-4
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- Giovanni Gavetti & Daniel A. Levinthal & Jan W. Rivkin, 2005. "Strategy making in novel and complex worlds: the power of analogy," Strategic Management Journal, Wiley Blackwell, vol. 26(8), pages 691-712, August.
- Sendil K. Ethiraj & Daniel Levinthal, 2004. "Modularity and Innovation in Complex Systems," Management Science, INFORMS, vol. 50(2), pages 159-173, February.
- Nicolás Garrido, 2004.
"The Desirable Organizational Structure for Evolutionary Firms in Static Landscapes,"
Metroeconomica, Wiley Blackwell, vol. 55(2‐3), pages 318-331, May.
- Nicolas Garrido, 2003. "The desirable organizational structure for evolutionary firms in static landscapes," Department of Economics Working Papers 0305, Department of Economics, University of Trento, Italia.
- Frenken, Koen, 2006. "A fitness landscape approach to technological complexity, modularity, and vertical disintegration," Structural Change and Economic Dynamics, Elsevier, vol. 17(3), pages 288-305, September.
- Fleming, Lee & Sorenson, Olav, 2001. "Technology as a complex adaptive system: evidence from patent data," Research Policy, Elsevier, vol. 30(7), pages 1019-1039, August.
- Auerswald, Philip & Kauffman, Stuart & Lobo, Jose & Shell, Karl, 2000.
"The production recipes approach to modeling technological innovation: An application to learning by doing,"
Journal of Economic Dynamics and Control, Elsevier, vol. 24(3), pages 389-450, March.
- Philip Auerswald & Stuart Kauffman & Jose Lobo & Karl Shell, 1998. "The Production Recipes Approach to Modeling Technological Innovation: An Application to Learning By Doing," Working Papers 98-11-100, Santa Fe Institute.
- Gibbons, Michael & Johnston, Ron, 1974. "The roles of science in technological innovation," Research Policy, Elsevier, vol. 3(3), pages 220-242, November.
- Daniel A. Levinthal, 1997. "Adaptation on Rugged Landscapes," Management Science, INFORMS, vol. 43(7), pages 934-950, July.
- Heiner, Ronald A, 1983. "The Origin of Predictable Behavior," American Economic Review, American Economic Association, vol. 73(4), pages 560-595, September.
- Paulo J. Gomes & Nitin R. Joglekar, 2008. "Linking modularity with problem solving and coordination efforts," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 29(5), pages 443-457.
- Lee Fleming & Olav Sorenson, 2004. "Science as a map in technological search," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 909-928, August.
- Giorgio Fagiolo & Luigi Marengo & Marco Valente, 2005. "Population Learning in a Model with Random Payoff Landscapes and Endogenous Networks," Computational Economics, Springer;Society for Computational Economics, vol. 24(4), pages 383-408, June.
- Beckenbach, Frank, 2005. "Knowledge representation and search processes: A contribution to the microeconomics of invention and innovation," Volkswirtschaftliche Diskussionsbeiträge 75, University of Kassel, Faculty of Economics and Management.
- Nicolaj Siggelkow & Daniel A. Levinthal, 2003. "Temporarily Divide to Conquer: Centralized, Decentralized, and Reintegrated Organizational Approaches to Exploration and Adaptation," Organization Science, INFORMS, vol. 14(6), pages 650-669, December.
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Cited by:
- Khraisha, Tamer, 2020. "Complex economic problems and fitness landscapes: Assessment and methodological perspectives," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 390-407.
- Koen Frenken & Stefan Mendritzki, 2012.
"Optimal modularity: a demonstration of the evolutionary advantage of modular architectures,"
Journal of Evolutionary Economics, Springer, vol. 22(5), pages 935-956, November.
- Koen Frenken & Stefan Mendritzki, 2011. "Optimal modularity: A demonstration of the evolutionary advantage of modular architectures," Working Papers 11-03, Eindhoven Center for Innovation Studies, revised Jun 2011.
- Muqtafi Akhmad & Shuang Chang & Hiroshi Deguchi, 2021. "Closed-mindedness and insulation in groupthink: their effects and the devil’s advocacy as a preventive measure," Journal of Computational Social Science, Springer, vol. 4(2), pages 455-478, November.
- William M. Tracy & Dmitri G. Markovitch & Lois S. Peters & B. V. Phani & Deepu Philip, 2017. "Algorithmic Representations of Managerial Search Behavior," Computational Economics, Springer;Society for Computational Economics, vol. 49(3), pages 343-361, March.
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Keywords
NK-model; Innovation; Search processes; Complexity reduction; Modularity; Decomposition;All these keywords.
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