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Disrupting Terrorist Networks, a dynamic fitness landscape approach

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Disrupting Terrorist Networks, a dynamic fitness landscape approach
Topic: War on Terrorism 9:04 pm EDT, Jul 30, 2007

Over a period of approximately five years, Pankaj Ghemawat of Harvard Business School and Daniel Levinthal of the Wharton School have been working on a detailed simulation (producing approximately a million fitness landscape graphs) in order to determine optimal patterns of decision-making for corporations. In 2006, we adapted this study, combining it with our own work on terrorism to examine what would happen if we inverted Ghemawat and Levinthal's findings and sought to provide disinformation or otherwise interfere with the communications and decision processes of terrorist organizations in order to optimize poor decision making and inefficiencies in organizational coordination, command and control.

The bulk of this study was then presented at the 2006 annual meeting of the North American Association for Computation in the Social and Organizational Sciences. We present here an updated version of that study, emphasizing the rather counter-intuitive finding that "soft" targets have almost no value and that unless one can influence key factors, an effort directed at the easy to reach elements of terrorist organizations may actually be worse than mounting no effort at all.

We conclude with the recommendation that some fundamental rethinking may be required if the United States is to effectively defend itself from future terrorist attacks.

Here are links to a few of the author's other papers:

Why the World Isn’t Flat

Globalization has bound people, countries, and markets closer than ever, rendering national borders relics of a bygone era—or so we’re told. But a close look at the data reveals a world that’s just a fraction as integrated as the one we thought we knew. In fact, more than 90 percent of all phone calls, Web traffic, and investment is local. What’s more, even this small level of globalization could still slip away.

The Slow Pace of Rapid Technological Change: Gradualism and Punctuation in Technological Change

Discussions of technological change have offered sharply contrasting perspectives of technological change as gradual or incremental and the image of technological change as being rapid, even discontinuous. These alternative perspectives are bridged using the punctuated equilibrium framework of evolutionary biology. Using this framework, it is argued that the critical event is not a transformation of the technology, but speciation—the application of existing technology to a new domain of application. As a result of the distinct selection criteria and the degree of resource abundance in the new domain, a new technological form may emerge. The new technological form may be able to penetrate other niches and, in particular, may precipitate a process of ‘creative destruction’ and out-compete prior technologies. This framework is applied to an historical study of wireless communication from the early experimental efforts of Hertz to the modern development of wireless telephony.

The Myopia of Learning

Organizational learning has many virtues, virtues which recent writings in strategic management have highlighted. Learning processes, however, are subject to some important limitations. As is well-known, learning has to cope with confusing experience and the complicated problem of balancing the competing goals of developing new knowledge (i.e., exploring) and exploiting current competencies in the face of dynamic tendencies to emphasize one or the other. We examine the ways organizations approach these problems through simplification and specialization and how those approaches contribute to three forms of learning myopia, the tendency to overlook distant times, distant places, and failures, and we identify some ways in which organizations sustain exploration in the face of a tendency to overinvest in exploitation. We conclude that the imperfections of learning are not so great as to require abandoning attempts to improve the learning capabilities of organizations, but that those imperfections suggest a certain conservatism in expectations.

Disrupting Terrorist Networks, a dynamic fitness landscape approach



 
 
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