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Book part
Publication date: 30 November 2016

Robert L. Axtell

Certain elements of Hayek’s work are prominent precursors to the modern field of complex adaptive systems, including his ideas on spontaneous order, his focus on market processes…

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Certain elements of Hayek’s work are prominent precursors to the modern field of complex adaptive systems, including his ideas on spontaneous order, his focus on market processes, his contrast between designing and gardening, and his own framing of complex systems. Conceptually, he was well ahead of his time, prescient in his formulation of novel ways to think about economies and societies. Technically, the fact that he did not mathematically formalize most of the notions he developed makes his insights hard to incorporate unambiguously into models. However, because so much of his work is divorced from the simplistic models proffered by early mathematical economics, it stands as fertile ground for complex systems researchers today. I suggest that Austrian economists can create a progressive research program by building models of these Hayekian ideas, and thereby gain traction within the economics profession. Instead of mathematical models the suite of techniques and tools known as agent-based computing seems particularly well-suited to addressing traditional Austrian topics like money, business cycles, coordination, market processes, and so on, while staying faithful to the methodological individualism and bottom-up perspective that underpin the entire school of thought.

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Revisiting Hayek’s Political Economy
Type: Book
ISBN: 978-1-78560-988-6

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Traffic Safety and Human Behavior
Type: Book
ISBN: 978-1-78635-222-4

Book part
Publication date: 5 October 2018

Nima Gerami Seresht, Rodolfo Lourenzutti, Ahmad Salah and Aminah Robinson Fayek

Due to the increasing size and complexity of construction projects, construction engineering and management involves the coordination of many complex and dynamic processes and…

Abstract

Due to the increasing size and complexity of construction projects, construction engineering and management involves the coordination of many complex and dynamic processes and relies on the analysis of uncertain, imprecise and incomplete information, including subjective and linguistically expressed information. Various modelling and computing techniques have been used by construction researchers and applied to practical construction problems in order to overcome these challenges, including fuzzy hybrid techniques. Fuzzy hybrid techniques combine the human-like reasoning capabilities of fuzzy logic with the capabilities of other techniques, such as optimization, machine learning, multi-criteria decision-making (MCDM) and simulation, to capitalise on their strengths and overcome their limitations. Based on a review of construction literature, this chapter identifies the most common types of fuzzy hybrid techniques applied to construction problems and reviews selected papers in each category of fuzzy hybrid technique to illustrate their capabilities for addressing construction challenges. Finally, this chapter discusses areas for future development of fuzzy hybrid techniques that will increase their capabilities for solving construction-related problems. The contributions of this chapter are threefold: (1) the limitations of some standard techniques for solving construction problems are discussed, as are the ways that fuzzy methods have been hybridized with these techniques in order to address their limitations; (2) a review of existing applications of fuzzy hybrid techniques in construction is provided in order to illustrate the capabilities of these techniques for solving a variety of construction problems and (3) potential improvements in each category of fuzzy hybrid technique in construction are provided, as areas for future research.

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Fuzzy Hybrid Computing in Construction Engineering and Management
Type: Book
ISBN: 978-1-78743-868-2

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The Handbook of Road Safety Measures
Type: Book
ISBN: 978-1-84855-250-0

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Self-Learning and Adaptive Algorithms for Business Applications
Type: Book
ISBN: 978-1-83867-174-7

Book part
Publication date: 10 June 2009

Martin Ganco and Glenn Hoetker

We discuss recent methodological advances in the NK modeling in the Strategy literature and analyze issues related to its current use including different implementation…

Abstract

We discuss recent methodological advances in the NK modeling in the Strategy literature and analyze issues related to its current use including different implementation algorithms, relative versus absolute performance, establishing significance of simulation results and long- versus short-term performance measurements. To facilitate cross-pollination of ideas, we point to advances and extensions of the model developed in other fields that could be effectively utilized to answer Strategy-related questions. These include modeling the strength of interaction, varying the importance of decision elements, utilizing alternative functional forms, incorporating endogeneity in N and K parameters and embedding the NK model in a broader dynamic framework.

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Research Methodology in Strategy and Management
Type: Book
ISBN: 978-1-84855-159-6

Book part
Publication date: 22 September 2009

Michael J. Leiblein and Jeffrey T. Macher

An important question facing business scholars is whether and how organizations may best adapt their investments, resource profiles, and strategies to the demands of their…

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An important question facing business scholars is whether and how organizations may best adapt their investments, resource profiles, and strategies to the demands of their particular environments. While a broad literature describes organizational design principles that may assist in this regard, more recent work builds on Kauffman's (1993) NK model of biological evolution to explore how selection mechanisms and adaptive principles promote firms' exploitation and exploration efforts. This research stream has made contributions regarding the importance and efficacy of various internal adaptive factors in particular environmental settings. For instance, Levinthal (1997) shows that, despite extensive adaptation efforts, the influence of imprinting persists in complex environments with many local peaks. Rivkin (2000) demonstrates that NK complexity degrades the efficacy of search, compelling imitators to rely on search heuristics rather than adaptation via local learning. Rivkin and Siggelkow (2003) explore the tradeoffs between exploration and stability, and describe how particular organizational attributes, such as vertical hierarchy and group- or firm-level incentive systems, influence the flow of information throughout the organization. These as well as other contributions have added precision to the conceptualization of environments and sharpened understanding of organization by describing precisely how interdependencies across investment choices and/or resource profiles affect adaptation efforts.

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Economic Institutions of Strategy
Type: Book
ISBN: 978-1-84855-487-0

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Traffic Safety and Human Behavior
Type: Book
ISBN: 978-0-08-045029-2

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The Human Factor In Social Capital Management: The Owner-manager Perspective
Type: Book
ISBN: 978-1-78441-584-6

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Reflections and Extensions on Key Papers of the First Twenty-Five Years of Advances
Type: Book
ISBN: 978-1-78756-435-0

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