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bibliography.bib
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%% This BibTeX bibliography file was created using BibDesk.
%% http://bibdesk.sourceforge.net/
%% Created for Michael Zargham at 2019-09-26 16:07:01 -0700
%% Saved with string encoding Unicode (UTF-8)
@book{rawls2009theory,
Author = {Rawls, John},
Date-Added = {2019-09-25 16:58:12 -0700},
Date-Modified = {2019-09-25 16:58:12 -0700},
Publisher = {Harvard university press},
Title = {A theory of justice},
Year = {2009}}
@book{arrow2012social,
Author = {Arrow, Kenneth J},
Date-Added = {2019-09-25 16:56:24 -0700},
Date-Modified = {2019-09-25 16:56:24 -0700},
Publisher = {Yale university press},
Title = {Social choice and individual values},
Volume = {12},
Year = {2012}}
@book{ramo1998systems,
Author = {Ramo, Simon and Clair, Robin K St},
Date-Added = {2019-09-25 16:29:06 -0700},
Date-Modified = {2019-09-25 16:29:06 -0700},
Publisher = {KNI},
Title = {The systems approach: Fresh solutions to complex civil problems through combining science and practical common sense},
Year = {1998}}
@misc{wiki-sys-eng,
Author = {Wikipedia},
Date-Added = {2019-09-25 16:18:07 -0700},
Date-Modified = {2019-09-25 16:19:13 -0700},
Howpublished = {https://en.wikipedia.org/wiki/Systems_engineering},
Month = {Sept},
Title = {Systems Engineering},
Year = {2019}}
@book{heacock2009cambridge,
Author = {Heacock, Paul},
Date-Added = {2019-09-25 16:08:36 -0700},
Date-Modified = {2019-09-25 16:08:36 -0700},
Publisher = {Cambridge University Press},
Title = {Cambridge academic content dictionary:[with more than 2,000 content-area words, from algebra to zoology; new]},
Year = {2009}}
@article{pierre1994theory,
Author = {Pierre, Darren and H{\"u}bler, Alfred},
Date-Added = {2019-09-25 16:03:00 -0700},
Date-Modified = {2019-09-25 16:03:00 -0700},
Journal = {Physica D: Nonlinear Phenomena},
Number = {1-3},
Pages = {343--360},
Publisher = {Elsevier},
Title = {A theory for adaptation and competition applied to logistic map dynamics},
Volume = {75},
Year = {1994}}
@article{medina_2006,
Author = {MEDINA, EDEN},
Date-Added = {2019-09-25 15:43:33 -0700},
Date-Modified = {2019-09-25 15:43:33 -0700},
Doi = {10.1017/S0022216X06001179},
Journal = {Journal of Latin American Studies},
Number = {3},
Pages = {571--606},
Publisher = {Cambridge University Press},
Title = {Designing Freedom, Regulating a Nation: Socialist Cybernetics in Allende's Chile},
Volume = {38},
Year = {2006},
Bdsk-Url-1 = {https://doi.org/10.1017/S0022216X06001179}}
@incollection{wigner1990unreasonable,
Author = {Wigner, Eugene P},
Booktitle = {Mathematics and Science},
Date-Added = {2019-09-25 15:37:18 -0700},
Date-Modified = {2019-09-25 15:37:18 -0700},
Pages = {291--306},
Publisher = {World Scientific},
Title = {The unreasonable effectiveness of mathematics in the natural sciences},
Year = {1990}}
@book{fleetwood2013hayek,
Author = {Fleetwood, Steve},
Date-Added = {2019-09-24 23:11:48 -0700},
Date-Modified = {2019-09-24 23:11:48 -0700},
Publisher = {Routledge},
Title = {Hayek's Political Economy: the socio-economics of order},
Year = {2013}}
@article{garcia2016racist,
Author = {Garcia, Megan},
Date-Added = {2019-09-24 17:21:19 -0700},
Date-Modified = {2019-09-24 17:21:19 -0700},
Journal = {World Policy Journal},
Number = {4},
Pages = {111--117},
Publisher = {Duke University Press},
Title = {Racist in the machine: The disturbing implications of algorithmic bias},
Volume = {33},
Year = {2016}}
@article{jordan2015machine,
Author = {Jordan, Michael I and Mitchell, Tom M},
Date-Added = {2019-09-24 16:40:03 -0700},
Date-Modified = {2019-09-24 16:40:03 -0700},
Journal = {Science},
Number = {6245},
Pages = {255--260},
Publisher = {American Association for the Advancement of Science},
Title = {Machine learning: Trends, perspectives, and prospects},
Volume = {349},
Year = {2015}}
@article{mullainathan2017machine,
Author = {Mullainathan, Sendhil and Spiess, Jann},
Date-Added = {2019-09-24 16:39:26 -0700},
Date-Modified = {2019-09-24 16:39:26 -0700},
Journal = {Journal of Economic Perspectives},
Number = {2},
Pages = {87--106},
Title = {Machine learning: an applied econometric approach},
Volume = {31},
Year = {2017}}
@article{saetra2019tyranny,
Author = {S{\ae}tra, Henrik Skaug},
Date-Added = {2019-09-24 16:24:43 -0700},
Date-Modified = {2019-09-24 16:24:43 -0700},
Journal = {Technology in Society},
Pages = {101155},
Publisher = {Elsevier},
Title = {The tyranny of perceived opinion: Freedom and information in the era of big data},
Volume = {59},
Year = {2019}}
@article{schubert2017exploring,
Author = {Schubert, Christian},
Date-Added = {2019-09-24 15:52:13 -0700},
Date-Modified = {2019-09-24 15:52:13 -0700},
Journal = {Journal of Institutional Economics},
Number = {3},
Pages = {499--522},
Publisher = {Cambridge University Press},
Title = {Exploring the (behavioural) political economy of nudging},
Volume = {13},
Year = {2017}}
@incollection{sep-models-science,
Author = {Frigg, Roman and Hartmann, Stephan},
Booktitle = {The Stanford Encyclopedia of Philosophy},
Date-Added = {2019-09-24 15:35:05 -0700},
Date-Modified = {2019-09-24 15:35:05 -0700},
Edition = {Summer 2018},
Editor = {Edward N. Zalta},
Howpublished = {\url{https://plato.stanford.edu/archives/sum2018/entries/models-science/}},
Publisher = {Metaphysics Research Lab, Stanford University},
Title = {Models in Science},
Year = {2018}}
@inproceedings{tolk2013epistemology,
Author = {Tolk, Andreas and Ihrig, Martin and Page, Ernest H and Szabo, Claudia and Heath, Brian L and Padilla, Jose J and Suarez, E Dante and Weirich, Paul and Yilmaz, Levent},
Booktitle = {2013 Winter Simulations Conference (WSC)},
Date-Added = {2019-09-24 15:33:10 -0700},
Date-Modified = {2019-09-24 15:33:10 -0700},
Organization = {IEEE},
Pages = {1152--1166},
Title = {Epistemology of modeling and simulation},
Year = {2013}}
@article{box1976science,
Author = {Box, George EP},
Date-Added = {2019-09-24 15:16:21 -0700},
Date-Modified = {2019-09-24 15:16:21 -0700},
Journal = {Journal of the American Statistical Association},
Number = {356},
Pages = {791--799},
Publisher = {Taylor \& Francis},
Title = {Science and statistics},
Volume = {71},
Year = {1976}}
@article{bertalanffy1969general,
Author = {Bertalanffy, Ludwig von},
Date-Added = {2019-09-24 14:54:28 -0700},
Date-Modified = {2019-09-24 14:54:28 -0700},
Title = {General system theory: Foundations, development, applications},
Year = {1969}}
@book{lange2014introduction,
Author = {Lange, Oskar},
Date-Added = {2019-09-24 14:49:59 -0700},
Date-Modified = {2019-09-24 14:49:59 -0700},
Publisher = {Elsevier},
Title = {Introduction to economic cybernetics},
Year = {2014}}
@book{gerovitch2004newspeak,
Author = {Gerovitch, Slava},
Date-Added = {2019-09-24 14:42:57 -0700},
Date-Modified = {2019-09-24 14:42:57 -0700},
Publisher = {MIT Press},
Title = {From newspeak to cyberspeak: a history of Soviet cybernetics},
Year = {2004}}
@article{gasparski1992oskar,
Author = {Gasparski, WW},
Date-Added = {2019-09-24 14:42:31 -0700},
Date-Modified = {2019-09-24 14:42:31 -0700},
Journal = {Auspitz et al},
Pages = {449--464},
Title = {Oskar Lange's Considerations on Interrelations Between Praxiology, Cybernetics and Economics},
Year = {1992}}
@article{reber2010systems,
Author = {Reber, Michael F},
Date-Added = {2019-09-24 14:39:10 -0700},
Date-Modified = {2019-09-24 14:39:10 -0700},
Journal = {Libertarian Papers},
Pages = {1},
Publisher = {HeinOnline},
Title = {Systems thinking for an economically literate society},
Volume = {2},
Year = {2010}}
@article{10.1093/cje/bei083,
Abstract = {{The applicability of complex systems theory in economics is evaluated and compared with standard approaches to economic theorising based upon constrained optimisation. A complex system is defined in the economic context and differentiated from complex systems in physio-chemical and biological settings. It is explained why it is necessary to approach economic analysis from a network, rather than a production and utility function perspective, when we are dealing with complex systems. It is argued that much of heterodox thought, particularly in neo-Schumpeterian and neo-Austrian evolutionary economics, can be placed within a complex systems perspective upon the economy. The challenge is to replace prevailing `simplistic' theories, based in constrained optimisation, with `simple' theories, derived from network representations in which value is created through the establishment of new connections between elements.}},
Author = {Foster, John},
Date-Added = {2019-09-24 14:28:15 -0700},
Date-Modified = {2019-09-24 14:28:15 -0700},
Doi = {10.1093/cje/bei083},
Eprint = {http://oup.prod.sis.lan/cje/article-pdf/29/6/873/4721769/bei083.pdf},
Issn = {0309-166X},
Journal = {Cambridge Journal of Economics},
Month = {11},
Number = {6},
Pages = {873-892},
Title = {{From simplistic to complex systems in economics}},
Url = {https://doi.org/10.1093/cje/bei083},
Volume = {29},
Year = {2005},
Bdsk-Url-1 = {https://doi.org/10.1093/cje/bei083}}
@article{backlund2000definition,
Author = {Backlund, Alexander},
Date-Added = {2019-09-24 14:11:20 -0700},
Date-Modified = {2019-09-24 14:11:20 -0700},
Journal = {Kybernetes},
Number = {4},
Pages = {444--451},
Publisher = {MCB UP Ltd},
Title = {The definition of system},
Volume = {29},
Year = {2000}}
@article{FOSTER2012420,
Abstract = {The standard neoclassical approach to economic theorising excludes, by definition, economic emergence and the related phenomenon of entrepreneurship. We explore how the most economic of human behaviours, entrepreneurship, came to be largely excluded from mainstream economic theory. In contrast, we report that evolutionary economists have acknowledged the importance of understanding emergence and we explore the advances that have been made in this regard. We go on to argue that evolutionary economics can make further progress by taking a more {\^a}naturalistic{\^a} approach to economic evolution. This requires that economic analysis be fully embedded in complex economic system theory and that associated understandings as to how humans react to states of uncertainty be explicitly dealt with. We argue that {\^a}knowledge,{\^a} because of the existence of uncertainty is, to a large degree {\^a}conjectural{\^a} and, thus, is closely linked to our emotional states. Our economic behaviour is also influenced by the reality that we, and the systems that we create, are dissipative structures. Thus, we introduce the notions of {\^a}energy gradients{\^a} and {\^a}knowledge gradients{\^a} as essential concepts in understanding economic emergence and resultant economic growth.},
Author = {John Foster and J. Stan Metcalfe},
Date-Added = {2019-09-20 13:37:11 -0700},
Date-Modified = {2019-09-20 13:37:11 -0700},
Doi = {https://doi.org/10.1016/j.jebo.2011.09.008},
Issn = {0167-2681},
Journal = {Journal of Economic Behavior & Organization},
Keywords = {Biological analogy, Bounded rationality, Complex system, Constrained optimization, Dissipative structure, Economic emergence, Economic growth, Emotions, Energy economics, Evolutionary economics, Entrepreneurship, Innovation, Institutional change, Knowledge, Micro{\^a}meso{\^a}macro, Organizational change, Rationality, Self organization, Technological change, Uncertainty},
Note = {Emergence in Economics},
Number = {2},
Pages = {420 - 432},
Title = {Economic emergence: An evolutionary economic perspective},
Url = {http://www.sciencedirect.com/science/article/pii/S0167268111002368},
Volume = {82},
Year = {2012},
Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S0167268111002368},
Bdsk-Url-2 = {https://doi.org/10.1016/j.jebo.2011.09.008}}
@book{chaitin2011metaphysics,
Author = {Chaitin, Gregory J},
Date-Added = {2019-09-20 13:35:12 -0700},
Date-Modified = {2019-09-20 13:35:12 -0700},
Publisher = {World Scientific, Singapore},
Title = {Metaphysics, metamathematics and metabiology},
Year = {2011}}
@misc{Rhodes_thecase,
Author = {Donna Rhodes and Daniel Hastings},
Date-Added = {2019-09-20 12:53:01 -0700},
Date-Modified = {2019-09-20 12:53:01 -0700},
Title = {The Case for Evolving Systems Engineering as a Field within Engineering Systems}}
@book{shermin19,
Author = {Shermin Voshmgir},
Date-Added = {2019-09-18 21:31:52 -0700},
Date-Modified = {2019-09-18 21:39:03 -0700},
Edition = {1},
Month = {June},
Publisher = {BlockchainHub Berlin},
Title = {Token Economy},
Year = {2019}}
@book{heer2009dynamic,
Author = {Heer, Burkhard and Maussner, Alfred},
Date-Added = {2019-09-15 23:59:31 -0700},
Date-Modified = {2019-09-15 23:59:31 -0700},
Publisher = {Springer Science \& Business Media},
Title = {Dynamic general equilibrium modeling: computational methods and applications},
Year = {2009}}
@article{SCHMITTGROHE2004755,
Abstract = {This paper derives a second-order approximation to the solution of a general class of discrete-time rational expectations models. The main theoretical contribution is to show that for any model belonging to that class, the coefficients on the terms linear and quadratic in the state vector in a second-order expansion of the decision rule are independent of the volatility of the exogenous shocks. In addition, the paper presents a set of MATLAB programs that implement the proposed second-order approximation method and applies it to a number of model economies.},
Author = {Stephanie Schmitt-Grohe and Martin Uribe},
Date-Added = {2019-09-15 23:58:22 -0700},
Date-Modified = {2019-09-26 16:06:48 -0700},
Doi = {https://doi.org/10.1016/S0165-1889(03)00043-5},
Issn = {0165-1889},
Journal = {Journal of Economic Dynamics and Control},
Keywords = {Solving dynamic general equilibrium models, Second-order approximation, Matlab code},
Number = {4},
Pages = {755 - 775},
Title = {Solving dynamic general equilibrium models using a second-order approximation to the policy function},
Url = {http://www.sciencedirect.com/science/article/pii/S0165188903000435},
Volume = {28},
Year = {2004},
Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S0165188903000435},
Bdsk-Url-2 = {https://doi.org/10.1016/S0165-1889(03)00043-5}}
@article{shermin2017disrupting,
Author = {Shermin Voshmgir},
Date-Added = {2019-09-15 23:51:54 -0700},
Date-Modified = {2019-09-15 23:52:19 -0700},
Journal = {Strategic Change},
Number = {5},
Pages = {499--509},
Publisher = {Wiley Online Library},
Title = {Disrupting governance with blockchains and smart contracts},
Volume = {26},
Year = {2017}}
@book{tesfatsion2006handbook,
Author = {Tesfatsion, Leigh and Judd, Kenneth L},
Date-Added = {2019-09-15 23:37:36 -0700},
Date-Modified = {2019-09-15 23:37:36 -0700},
Publisher = {Elsevier},
Title = {Handbook of computational economics: agent-based computational economics},
Volume = {2},
Year = {2006}}
@article{arthur2006out,
Author = {Arthur, W Brian},
Date-Added = {2019-09-15 23:36:14 -0700},
Date-Modified = {2019-09-15 23:36:14 -0700},
Journal = {Handbook of computational economics},
Pages = {1551--1564},
Publisher = {Elsevier},
Title = {Out-of-equilibrium economics and agent-based modeling},
Volume = {2},
Year = {2006}}
@incollection{barkley2010complex,
Author = {Barkley Rosser, J},
Booktitle = {What is so Austrian about Austrian Economics?},
Date-Added = {2019-09-15 23:15:25 -0700},
Date-Modified = {2019-09-15 23:15:25 -0700},
Pages = {165--179},
Publisher = {Emerald Group Publishing Limited},
Title = {How complex are the Austrians?},
Year = {2010}}
@incollection{oliva2016road,
Author = {Oliva, Gabriel},
Booktitle = {Research in the History of Economic Thought and Methodology},
Date-Added = {2019-09-15 23:14:45 -0700},
Date-Modified = {2019-09-15 23:14:45 -0700},
Pages = {161--198},
Publisher = {Emerald Group Publishing Limited},
Title = {The road to servomechanisms: the influence of Cybernetics on Hayek from the sensory order to the social order},
Year = {2016}}
@article{doi:10.1177/2053951714536877,
Abstract = { Although the terminology of Big Data has so far gained little traction in economics, the availability of unprecedentedly rich datasets and the need for new approaches {\^a} both epistemological and computational {\^a} to deal with them is an emerging issue for the discipline. Using interviews conducted with a cross-section of economists, this paper examines perspectives on Big Data across the discipline, the new types of data being used by researchers on economic issues, and the range of responses to this opportunity amongst economists. First, we outline the areas in which it is being used, including the prediction and {\^a}nowcasting{\^a} of economic trends; mapping and predicting influence in the context of marketing; and acting as a cheaper or more accurate substitute for existing types of data such as censuses or labour market data. We then analyse the broader current and potential contributions of Big Data to economics, such as the ways in which econometric methodology is being used to shed light on questions beyond economics, how Big Data is improving or changing economic models, and the kinds of collaborations arising around Big Data between economists and other disciplines. },
Author = {Linnet Taylor and Ralph Schroeder and Eric Meyer},
Date-Added = {2019-09-15 22:29:04 -0700},
Date-Modified = {2019-09-15 22:29:04 -0700},
Doi = {10.1177/2053951714536877},
Eprint = {https://doi.org/10.1177/2053951714536877},
Journal = {Big Data \& Society},
Number = {2},
Pages = {2053951714536877},
Title = {Emerging practices and perspectives on Big Data analysis in economics: Bigger and better or more of the same?},
Url = {https://doi.org/10.1177/2053951714536877},
Volume = {1},
Year = {2014},
Bdsk-Url-1 = {https://doi.org/10.1177/2053951714536877}}
@article{savage2009some,
Author = {Savage, Mike and Burrows, Roger},
Date-Added = {2019-09-15 22:27:50 -0700},
Date-Modified = {2019-09-15 22:27:50 -0700},
Journal = {Sociology},
Number = {4},
Pages = {762--772},
Publisher = {Sage Publications Sage UK: London, England},
Title = {Some further reflections on the coming crisis of empirical sociology},
Volume = {43},
Year = {2009}}
@article{Einav1243089,
Abstract = {Background Economic science has evolved over several decades toward greater emphasis on empirical work. The data revolution of the past decade is likely to have a further and profound effect on economic research. Increasingly, economists make use of newly available large-scale administrative data or private sector data that often are obtained through collaborations with private firms, giving rise to new opportunities and challenges. The rising use of non{\textendash}publicly available data in economic research. Here we show the percentage of papers published in the American Economic Review (AER) that obtained an exemption from the AER{\textquoteright}s data availability policy, as a share of all papers published by the AER that relied on any form of data (excluding simulations and laboratory experiments). Notes and comments, as well as AER Papers and Proceedings issues, are not included in the analysis. We obtained a record of exemptions directly from the AER administrative staff and coded each exemption manually to reflect public sector versus private data. Our check of nonexempt papers suggests that the AER records may possibly understate the percentage of papers that actually obtained exemptions. The asterisk indicates that data run from when the AER started collecting these data (December 2005 issue) to the September 2014 issue. To make full use of the data, we define year 2006 to cover October 2005 through September 2006, year 2007 to cover October 2006 through September 2007, and so on. Advances These new data are affecting economic research along several dimensions. Many fields have shifted from a reliance on relatively small-sample government surveys to administrative data with universal or near-universal population coverage. This shift is transformative, as it allows researchers to rigorously examine variation in wages, health, productivity, education, and other measures across different subpopulations; construct consistent long-run statistical indices; generate new quasi-experimental research designs; and track diverse outcomes from natural and controlled experiments. Perhaps even more notable is the expansion of private sector data on economic activity. These data, sometimes available from public sources but other times obtained through data-sharing agreements with private firms, can help to create more granular and real-time measurement of aggregate economic statistics. The data also offer researchers a look inside the {\textquotedblleft}black box{\textquotedblright} of firms and markets by providing meaningful statistics on economic behavior such as search and information gathering, communication, decision-making, and microlevel transactions. Collaborations with data-oriented firms also create new opportunities to conduct and evaluate randomized experiments. Economic theory plays an important role in the analysis of large data sets with complex structure. It can be difficult to organize and study this type of data (or even to decide which variables to construct) without a simplifying conceptual framework, which is where economic models become useful. Better data also allow for sharper tests of existing models and tests of theories that had previously been difficult to assess. Outlook The advent of big data is already allowing for better measurement of economic effects and outcomes and is enabling novel research designs across a range of topics. Over time, these data are likely to affect the types of questions economists pose, by allowing for more focus on population variation and the analysis of a broader range of economic activities and interactions. We also expect economists to increasingly adopt the large-data statistical methods that have been developed in neighboring fields and that often may complement traditional econometric techniques. These data opportunities also raise some important challenges. Perhaps the primary one is developing methods for researchers to access and explore data in ways that respect privacy and confidentiality concerns. This is a major issue in working with both government administrative data and private sector firms. Other challenges include developing the appropriate data management and programming capabilities, as well as designing creative and scalable approaches to summarize, describe, and analyze large-scale and relatively unstructured data sets. These challenges notwithstanding, the next few decades are likely to be a very exciting time for economic research. The quality and quantity of data on economic activity are expanding rapidly. Empirical research increasingly relies on newly available large-scale administrative data or private sector data that often is obtained through collaboration with private firms. Here we highlight some challenges in accessing and using these new data. We also discuss how new data sets may change the statistical methods used by economists and the types of questions posed in empirical research.},
Author = {Einav, Liran and Levin, Jonathan},
Date-Added = {2019-09-15 22:21:07 -0700},
Date-Modified = {2019-09-15 22:21:07 -0700},
Doi = {10.1126/science.1243089},
Elocation-Id = {1243089},
Eprint = {https://science.sciencemag.org/content/346/6210/1243089.full.pdf},
Issn = {0036-8075},
Journal = {Science},
Number = {6210},
Publisher = {American Association for the Advancement of Science},
Title = {Economics in the age of big data},
Url = {https://science.sciencemag.org/content/346/6210/1243089},
Volume = {346},
Year = {2014},
Bdsk-Url-1 = {https://science.sciencemag.org/content/346/6210/1243089},
Bdsk-Url-2 = {https://doi.org/10.1126/science.1243089}}
@book{gandolfo1996economic,
Author = {Gandolfo, Giancarlo},
Date-Added = {2019-09-15 22:16:11 -0700},
Date-Modified = {2019-09-15 22:16:11 -0700},
Publisher = {Springer Verlag},
Title = {Economic dynamics},
Year = {1996}}
@book{gandolfo1971economic,
Author = {Gandolfo, Giancarlo},
Date-Added = {2019-09-15 22:13:19 -0700},
Date-Modified = {2019-09-15 22:13:19 -0700},
Publisher = {Elsevier},
Title = {Economic dynamics: methods and models},
Volume = {16},
Year = {1971}}
@book{varian2014intermediate,
Author = {Varian, Hal R},
Date-Added = {2019-09-15 20:45:37 -0700},
Date-Modified = {2019-09-15 20:45:37 -0700},
Publisher = {WW Norton \& Company},
Title = {Intermediate microeconomics with calculus: a modern approach},
Year = {2014}}
@book{anderson2000management,
Author = {Anderson, David L},
Date-Added = {2019-09-15 19:01:05 -0700},
Date-Modified = {2019-09-15 19:01:05 -0700},
Publisher = {McGraw-Hill, Inc.},
Title = {Management information systems: Solving business problems with information technology},
Year = {2000}}
@book{blanchard1990systems,
Author = {Blanchard, Benjamin S and Fabrycky, Wolter J},
Date-Added = {2019-09-15 18:59:45 -0700},
Date-Modified = {2019-09-15 19:05:09 -0700},
Publisher = {Prentice Hall Englewood Cliffs, NJ},
Title = {Systems engineering and analysis},
Volume = {4},
Year = {1990}}
@book{maurer2017complexity,
Author = {Maurer, Maik},
Date-Added = {2019-09-15 18:54:37 -0700},
Date-Modified = {2019-09-15 18:54:37 -0700},
Publisher = {Springer},
Title = {Complexity Management in Engineering Design--a Primer},
Year = {2017}}
@book{wolfram2002new,
Author = {Wolfram, Stephen},
Date-Added = {2019-09-15 18:45:34 -0700},
Date-Modified = {2019-09-15 18:45:34 -0700},
Publisher = {Wolfram media Champaign, IL},
Title = {A new kind of science},
Volume = {5},
Year = {2002}}
@article{kilpatrick2001complexity,
Author = {Kilpatrick Jr, Henry E},
Date-Added = {2019-09-15 18:44:48 -0700},
Date-Modified = {2019-09-15 18:44:48 -0700},
Journal = {Complexity},
Number = {4},
Pages = {16--20},
Publisher = {Wiley Online Library},
Title = {Complexity, spontaneous order, and Friedrich Hayek: are spontaneous order and complexity essentially the same thing?},
Volume = {6},
Year = {2001}}
@article{kurtz2003new,
Author = {Kurtz, Cynthia F and Snowden, David J},
Date-Added = {2019-09-15 18:31:05 -0700},
Date-Modified = {2019-09-15 18:31:05 -0700},
Journal = {IBM systems journal},
Number = {3},
Pages = {462--483},
Publisher = {IBM},
Title = {The new dynamics of strategy: Sense-making in a complex and complicated world},
Volume = {42},
Year = {2003}}
@incollection{miller1985policy,
Author = {Miller, Marcus and Salmon, Mark},
Booktitle = {International economic policy coordination},
Date-Added = {2019-08-17 16:31:54 +0000},
Date-Modified = {2019-08-17 16:31:54 +0000},
Pages = {184--227},
Publisher = {Cambridge University Press},
Title = {Policy coordination and dynamic games},
Year = {1985}}
@article{nordhaus1994policy,
Author = {Nordhaus, William D and Schultze, Charles L and Fischer, Stanley},
Date-Added = {2019-08-17 16:31:10 +0000},
Date-Modified = {2019-08-17 16:31:10 +0000},
Journal = {Brookings Papers on Economic Activity},
Number = {2},
Pages = {139--216},
Publisher = {JSTOR},
Title = {Policy games: coordination and independence in monetary and fiscal policies},
Volume = {1994},
Year = {1994}}
@book{taylor1999handbook,
Author = {Taylor, John B and Woodford, Michael and Uhlig, Harald},
Date-Added = {2019-08-17 16:05:20 +0000},
Date-Modified = {2019-08-17 16:05:20 +0000},
Publisher = {Elsevier},
Title = {Handbook of macroeconomics},
Year = {1999}}
@book{RePEc:eee:monhes:1,
Date-Added = {2019-08-17 15:45:59 +0000},
Date-Modified = {2019-08-17 15:45:59 +0000},
Edition = {1},
Editor = {Friedman, B. M. and Hahn, Frank},
Keywords = {Money Demand; Money Supply; Walrasian Economy; Money in Dynamic Systems; Pricing Non-Money Assets},
Publisher = {Elsevier},
Title = {Handbook of Monetary Economics},
Url = {https://EconPapers.repec.org/RePEc:eee:monhes:1},
Volume = {1},
Year = {1990},
Bdsk-Url-1 = {https://EconPapers.repec.org/RePEc:eee:monhes:1}}
@book{sargent1987macroeconomic,
Author = {Sargent, T.J.},
Date-Added = {2019-08-16 16:01:18 +0000},
Date-Modified = {2019-08-16 16:01:18 +0000},
Isbn = {9780126197518},
Lccn = {86028778},
Publisher = {Academic Press},
Series = {Coll. Economic theory, Econometrics and Mathematical Economics},
Title = {Macroeconomic Theory},
Url = {https://books.google.at/books?id=RvdBmAEACAAJ},
Year = {1987},
Bdsk-Url-1 = {https://books.google.at/books?id=RvdBmAEACAAJ}}
@article{doi:10.1287/serv.1.4.270,
Abstract = { Decisions in service operations are complex since they involve various interdependent decision-makers (agents) at different hierarchical levels, ranging from customer representatives over account managers to top executives. We formulate a three-level maintenance service problem as a stochastic decision-making model, with an account manager, supervisor, and worker at each of the three levels. The proposed incentive mechanism aligns the interests of lower level agents with the goals of the top agent. The agents' strategic interactions are analyzed game-theoretically and results show that a Pareto-efficient Nash equilibrium can be attained given certain organizational properties. Furthermore, we show that local information can be sufficient for organization-wide optimal decisions. In a final step, the three-level model is generalized for multi-level, i.e., multi-organizational-scale, systems. [Service Science, ISSN 2164-3962 (print), ISSN 2164-3970 (online), was published by Services Science Global (SSG) from 2009 to 2011 as issues under ISBN 978-1-4276-2090-3.] },
Author = {Wernz, Christian and Henry, Andrew},
Date-Added = {2019-08-16 14:16:24 +0000},
Date-Modified = {2019-08-16 14:16:24 +0000},
Doi = {10.1287/serv.1.4.270},
Eprint = {https://doi.org/10.1287/serv.1.4.270},
Journal = {Service Science},
Number = {4},
Pages = {270-283},
Title = {Multi-Level Coordination and Decision-Making in Service Operations},
Url = {https://doi.org/10.1287/serv.1.4.270},
Volume = {1},
Year = {2009},
Bdsk-Url-1 = {https://doi.org/10.1287/serv.1.4.270}}
@article{WERNZ2010828,
Abstract = {Decision-making in organizations is complex due to interdependencies among decision-makers (agents) within and across organizational hierarchies. We propose a multiscale decision-making model that captures and analyzes multiscale agent interactions in large, distributed decision-making systems. In general, multiscale systems exhibit phenomena that are coupled through various temporal, spatial and organizational scales. Our model focuses on the organizational scale and provides analytic, closed-form solutions which enable agents across all organizational scales to select a best course of action. By setting an optimal intensity level for agent interactions, an organizational designer can align the choices of self-interested agents with the overall goals of the organization. Moreover, our results demonstrate when local and aggregate information exchange is sufficient for system-wide optimal decision-making. We motivate the model and illustrate its capabilities using a manufacturing enterprise example.},
Author = {Christian Wernz and Abhijit Deshmukh},
Date-Added = {2019-08-16 14:15:33 +0000},
Date-Modified = {2019-08-16 14:15:33 +0000},
Doi = {https://doi.org/10.1016/j.ejor.2009.06.022},
Issn = {0377-2217},
Journal = {European Journal of Operational Research},
Keywords = {Decision analysis, Distributed decision-making, Game theory, Hierarchical production planning, Multiscale systems},
Number = {3},
Pages = {828 - 840},
Title = {Multiscale decision-making: Bridging organizational scales in systems with distributed decision-makers},
Url = {http://www.sciencedirect.com/science/article/pii/S0377221709004913},
Volume = {202},
Year = {2010},
Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S0377221709004913},
Bdsk-Url-2 = {https://doi.org/10.1016/j.ejor.2009.06.022}}
@article{WERNZ2007135,
Abstract = {Decisions in manufacturing planning environments involve various interdependent hierarchical levels, ranging from shop-floor operations over production planning to enterprise coordination. Distributed decision making across these hierarchies reduces the complexity compared to an otherwise monolithic planning approach. We develop a stochastic model with two decision makers (agents) and analyze their strategic interaction using game theory. The mutual influence between agents depends on organizational parameters, which, in a first case, agents themselves can regulate, and, in a second case, an organizational designer can control. The model provides managerial insights on how to achieve cooperation among self-interested agents and how decisions and preferences of agents can be aligned with the goals of the organization. Moreover, we investigate the degree and fidelity of information necessary for optimal decision making. The model is applied to a manufacturing enterprise context.},
Author = {Christian Wernz and Abhijit Deshmukh},
Date-Added = {2019-08-16 14:15:02 +0000},
Date-Modified = {2019-08-16 14:15:02 +0000},
Doi = {https://doi.org/10.1016/j.jmsy.2007.10.003},
Issn = {0278-6125},
Journal = {Journal of Manufacturing Systems},
Note = {Distributed Control of Manufacturing Systems},
Number = {2},
Pages = {135 - 143},
Title = {Decision strategies and design of agent interactions in hierarchical manufacturing systems},
Url = {http://www.sciencedirect.com/science/article/pii/S0278612508000320},
Volume = {26},
Year = {2007},
Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S0278612508000320},
Bdsk-Url-2 = {https://doi.org/10.1016/j.jmsy.2007.10.003}}
@misc{firm,
Author = {Hagendorf, Klaus},
Date-Added = {2019-08-16 14:11:51 +0000},
Date-Modified = {2019-08-16 14:13:11 +0000},
Howpublished = {EURODOS: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1489383},
Month = {Oct},
Title = {Labour Values and the Theory of the Firm, Part I: The Competitive Firm},
Year = {2009}}
@article{LUCAS197619,
Author = {Robert E. Lucas},
Date-Added = {2019-08-16 14:08:31 +0000},
Date-Modified = {2019-08-16 14:08:31 +0000},
Doi = {https://doi.org/10.1016/S0167-2231(76)80003-6},
Issn = {0167-2231},
Journal = {Carnegie-Rochester Conference Series on Public Policy},
Pages = {19 - 46},
Title = {Econometric policy evaluation: A critique},
Url = {http://www.sciencedirect.com/science/article/pii/S0167223176800036},
Volume = {1},
Year = {1976},
Bdsk-Url-1 = {http://www.sciencedirect.com/science/article/pii/S0167223176800036},
Bdsk-Url-2 = {https://doi.org/10.1016/S0167-2231(76)80003-6}}
@misc{polka1,
Author = {Dr. Gavin Wood},
Date-Added = {2019-08-16 14:01:15 +0000},
Date-Modified = {2019-08-16 14:01:15 +0000},
Howpublished = {https://polkadot.network/PolkaDotPaper.pdf},
Title = {POLKADOT: VISION FOR A HETEROGENEOUS MULTI-CHAIN FRAMEWORK},
Year = {2019}}
@article{bandura2000exercise,
Author = {Bandura, Albert},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Journal = {Current directions in psychological science},
Number = {3},
Pages = {75--78},
Publisher = {SAGE Publications Sage CA: Los Angeles, CA},
Title = {Exercise of human agency through collective efficacy},
Volume = {9},
Year = {2000}}
@book{wymore1993model,
Author = {Wymore, A Wayne},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Publisher = {CRC press},
Title = {Model-based systems engineering},
Year = {1993}}
@book{pohl2010requirements,
Author = {Pohl, Klaus},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Publisher = {Springer Publishing Company, Incorporated},
Title = {Requirements engineering: fundamentals, principles, and techniques},
Year = {2010}}
@article{deloach2001multiagent,
Author = {DeLoach, Scott A and Wood, Mark F and Sparkman, Clint H},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Journal = {International Journal of Software Engineering and Knowledge Engineering},
Number = {03},
Pages = {231--258},
Publisher = {World Scientific},
Title = {Multiagent systems engineering},
Volume = {11},
Year = {2001}}
@article{sandhu1996role,
Author = {Sandhu, Ravi S and Coyne, Edward J and Feinstein, Hal L and Youman, Charles E},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Journal = {Computer},
Number = {2},
Pages = {38--47},
Publisher = {IEEE},
Title = {Role-based access control models},
Volume = {29},
Year = {1996}}
@book{grossman1993hybrid,
Author = {Grossman, Robert L and Nerode, Anil and Ravn, Anders P and Rischel, Hans},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Publisher = {Springer},
Title = {Hybrid systems},
Volume = {736},
Year = {1993}}
@article{alur1995algorithmic,
Author = {Alur, Rajeev and Courcoubetis, Costas and Halbwachs, Nicolas and Henzinger, Thomas A and Ho, P-H and Nicollin, Xavier and Olivero, Alfredo and Sifakis, Joseph and Yovine, Sergio},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Journal = {Theoretical computer science},
Number = {1},
Pages = {3--34},
Publisher = {Elsevier},
Title = {The algorithmic analysis of hybrid systems},
Volume = {138},
Year = {1995}}
@article{branicky1998multiple,
Author = {Branicky, Michael S},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Journal = {IEEE Transactions on automatic control},
Number = {4},
Pages = {475--482},
Publisher = {IEEE},
Title = {Multiple Lyapunov functions and other analysis tools for switched and hybrid systems},
Volume = {43},
Year = {1998}}
@article{decarlo2000perspectives,
Author = {DeCarlo, Raymond A and Branicky, Michael S and Pettersson, Stefan and Lennartson, Bengt},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Journal = {Proceedings of the IEEE},
Number = {7},
Pages = {1069--1082},
Publisher = {IEEE},
Title = {Perspectives and results on the stability and stabilizability of hybrid systems},
Volume = {88},
Year = {2000}}
@article{burmester2012modeling,
Author = {Burmester, Mike and Magkos, Emmanouil and Chrissikopoulos, Vassilis},
Date-Added = {2019-08-16 13:15:43 +0000},
Date-Modified = {2019-08-16 13:15:43 +0000},
Journal = {International journal of critical infrastructure protection},
Number = {3-4},
Pages = {118--126},
Publisher = {Elsevier},
Title = {Modeling security in cyber--physical systems},
Volume = {5},
Year = {2012}}
@inproceedings{cardenas2009challenges,
Author = {Cardenas, Alvaro and Amin, Saurabh and Sinopoli, Bruno and Giani, Annarita and Perrig, Adrian and Sastry, Shankar and others},
Booktitle = {Workshop on future directions in cyber-physical systems security},
Date-Added = {2019-08-16 13:15:27 +0000},
Date-Modified = {2019-08-16 13:15:27 +0000},
Number = {1},
Title = {Challenges for securing cyber physical systems},
Volume = {5},
Year = {2009}}
@article{fang2011smart,
Author = {Fang, Xi and Misra, Satyajayant and Xue, Guoliang and Yang, Dejun},
Date-Added = {2019-08-16 13:15:27 +0000},
Date-Modified = {2019-08-16 13:15:27 +0000},
Journal = {IEEE communications surveys \& tutorials},
Number = {4},
Pages = {944--980},
Publisher = {IEEE},
Title = {Smart grid---The new and improved power grid: A survey},
Volume = {14},
Year = {2011}}
@article{albert2004structural,
Author = {Albert, R{\'e}ka and Albert, Istv{\'a}n and Nakarado, Gary L},
Date-Added = {2019-08-16 13:15:27 +0000},
Date-Modified = {2019-08-16 13:15:27 +0000},
Journal = {Physical review E},
Number = {2},
Pages = {025103},
Publisher = {APS},
Title = {Structural vulnerability of the North American power grid},
Volume = {69},
Year = {2004}}
@article{kinney2005modeling,
Author = {Kinney, Ryan and Crucitti, Paolo and Albert, Reka and Latora, Vito},
Date-Added = {2019-08-16 13:15:27 +0000},
Date-Modified = {2019-08-16 13:15:27 +0000},
Journal = {The European Physical Journal B-Condensed Matter and Complex Systems},
Number = {1},
Pages = {101--107},
Publisher = {Springer},
Title = {Modeling cascading failures in the North American power grid},
Volume = {46},
Year = {2005}}
@article{sridhar2011cyber,
Author = {Sridhar, Siddharth and Hahn, Adam and Govindarasu, Manimaran},
Date-Added = {2019-08-16 13:15:27 +0000},
Date-Modified = {2019-08-16 13:15:27 +0000},
Journal = {Proceedings of the IEEE},
Number = {1},
Pages = {210--224},
Publisher = {IEEE},
Title = {Cyber--physical system security for the electric power grid},
Volume = {100},
Year = {2011}}
@inproceedings{lee2008cyber,
Author = {Lee, Edward A},
Booktitle = {2008 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC)},
Date-Added = {2019-08-16 13:15:27 +0000},
Date-Modified = {2019-08-16 13:15:27 +0000},
Organization = {IEEE},
Pages = {363--369},
Title = {Cyber physical systems: Design challenges},
Year = {2008}}
@article{lee2015cyber,
Author = {Lee, Jay and Bagheri, Behrad and Kao, Hung-An},
Date-Added = {2019-08-16 13:15:27 +0000},
Date-Modified = {2019-08-16 13:15:27 +0000},
Journal = {Manufacturing letters},
Pages = {18--23},
Publisher = {Elsevier},
Title = {A cyber-physical systems architecture for industry 4.0-based manufacturing systems},
Volume = {3},
Year = {2015}}
@article{baheti2011cyber,
Author = {Baheti, Radhakisan and Gill, Helen},
Date-Added = {2019-08-16 13:15:27 +0000},
Date-Modified = {2019-08-16 13:15:27 +0000},
Journal = {The impact of control technology},
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