Complexity Digest 2001.05

29-Jan-2001

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Content

  1. World Economic Forum, Videos
    1. The Shape Of The 21st Century Corporation, WEF
    2. Technology Update: What to Look for on the High-Tech Frontie, r, WEF
    3. Davos Devotees Look To Future, CNN Special
  2. Why the World Social Forum?, Brasil Independent Media Center
  3. Adaptive Electric Field Control of Epileptic Seizures, J. Neurosci.
    1. Mind Fields Stop Seizures, Nature Science Update
    2. Drug Resistant Epilepsy Is Successfully Treated With Biofeedback, Inst. Med Psych, Univ. Tuebingen
  4. Control of Synapse Number by Glia, Science
    1. Glia Tell Neurons to Build Synapses, Science
    2. More than a Supporting Role, Science
  5. It's Official: Humans Are Behind Most of Global Warming, Science
    1. Assessment Ups The Ante On Climate Change, Nature
  6. Earth's Breathing Lessons, Science
  7. When Do Telomeres Matter?, Science
    1. Lack of Replicative Senescence in Normal Rodent Glia, Science
    2. Lack of Replicative Senescence in Cultured Rat Oligodendrocyte Precursor Cells, Science
  8. Role For Sperm In Spatial Patterning Of The Early Mouse Embryo, Nature
  9. Simple Models Of The Protein Folding Problem, Physica A
    1. Protein Folding In Contact Map Space, Physica A
  10. Statistical Mechanics Of Asset Markets With Private Information, arXiv
  11. Application Of Stochastic Regression Equations To Financial Speculation, arXiv
  12. Efficient Behavior of Small-World Networks, arXiv
  13. Predictability, Complexity And Learning, arXiv
  14. Autonomous Mental Development By Robots And Animals, Science
    1. Time For Real Intelligence?, BBC
  15. Rats Dream a Little Dream, Too, Dailynews.Yahoo
  16. Observation Of Coherent Optical Information Storage In An Atomic Medium Using Halted Light Pulses, Nature
    1. Researchers Now Able To Stop, Restart Light, Harvard University Gazette
  17. Links & Snippets
    1. Pub Alert
  1. World Economic Forum, Videos Next Article Bookmark and Share

    1. The Shape Of The 21st Century Corporation, WEF Next Article Bookmark and Share

      We know what the new corporation design will be. Principles of complexity including biological metaphors, feedback loops, emphasis on networks and temporary teams are all part of the new construction. I have called it the Next Economy.

      But implementation is going to be critical and difficult. It is true with most management theories in their early days that general explanations are cheap but operations are dear. And so it is in Davos where executives readily espouse complexity principles for organization but are weak on how to put them in place and how to keep them there once they are installed.


    2. Technology Update: What to Look for on the High-Tech Frontie, r, WEF Next Article Bookmark and Share

      • John Seely Brown, Nathan S. Lewis, Nadia Magnenat-Thalmann, Raj Reddy, Paul L. Saffo,
      • Digital libraries which will within 10 to 100 years capture all the books in the world.
      • All the art works from the major museums should be viewable in your own home at whatever magnification you choose.
      • Scientists will soon perfect wheelchairs with a series of built-in gyroscopes so they will climb stairs on their own, keeping the occupant fully balanced.
      • Scientists are working on machines called "Gastrobots" which derive their energy from eating.
      • "broadcasting" will be replaced by "unicasting"
      • fuel cells will replace batteries ("jelly doughnut contains 100 times the energy density of today's batteries")

    3. Davos Devotees Look To Future, CNN Special Next Article Bookmark and Share

      Protests against WEF have been on the news but usually there is little information about what the protests are about. Noam Chomsky summarizes some of the problems of globalization:

      Excerpt: After World War II, integration of the international economy ("globalization") has been increasing. By late 20th century, it had reversed the decline of the interwar period, reaching the level prior to World War I by gross measures - for example, volume of trade relative to the size of the global economy. But the picture is considerably more complex.

      Postwar integration passed through two phases: (1) the Bretton Woods period until the early 1970s; (2) the period since, after the dismantling of the Bretton Woods system of regulated exchange rates and controls on movement of capital. It is phase (2) that is usually called "globalization." Phase (2) is associated with so-called "neoliberal policies": structural adjustment and "reform" along the lines of the "Washington consensus" for much of the Third World, and since 1990, others, such as India and the "transition economies" of Eastern Europe; and a version of the same policies in the more advanced industrial societies themselves, most notably the US and UK. The two phases have been strikingly different. For good reasons, many economists refer to phase (1) as the "golden age" of industrial state capitalism, and phase (2) - the "globalization period" - as the "leaden age," with significant deterioriation of standard macroeconomic measures worldwide (rate of growth, productivity, capital investment, etc.), and increasing inequality. In the world's richest country, for most of the workforce wages have stagnated or declined, working hours have dramatically increased, and benefits and support systems have been reduced. Through the "golden age," social indicators closely tracked GDP; since the mid-1970s, they have steadily declined, to the level of 40 years ago according to the most recent detailed academic study.

      Contemporary globalization is described as expansion of "free trade," but that is misleading. A large part of "trade" is in fact centrally-managed, through intrafirm transfers, outsourcing, and other means. Furthermore, there is a strong tendency towards oligopoly and strategic alliances among firms throughout the economy, along with extensive reliance on the state sector to socialize risk and cost, a key feature of the US economy throughout this period. The international "free trade" agreements involve an intricate combination of liberalization and protectionism, in many crucial cases (particularly pharmaceuticals) allowing megacorporations to gain huge profits by monopolistic pricing of drugs that were developed with substantial contribution of the public sector. The enormous explosion of short-term speculative capital transfers in phase (2) sharply restricts planning options for governments, hence restricts popular sovereignty insofar as the political system is democratic. The constitution of "trade" is far different from the pre-World War I period. A large part now consists of manufacturing flows to the rich countries, much of it intrafirm. These options, along with the mere threat to transfer production, are another powerful weapon against working people and functioning democracy. The emerging system is one of "corporate mercantilism," with decisions over social, economic, and political life increasingly in the hands of unaccountable private concentrations of power, which are "the tools and tyrants of government," in James Madison's memorable phrase, warning of the threats to democracy he perceived two centuries ago.

      Not surprisingly, the phase (2) effects have led to substantial protest and public opposition, which has taken many forms throughout the world. The World Social Forum offers opportunities of unparalleled importance to bring together popular forces from many and varied constituencies from the richer and poor countries alike, to develop constructive alternatives that will defend the overwhelming majority of the world's population from the attack on fundamental human rights, and to move on to break down illegitimate power concentrations and extend the domains of justice and freedom.


  2. Why the World Social Forum?, Brasil Independent Media Center Next Article Bookmark and Share

    Methods from chaos theory have been applied to analyze brain waves for a number of years. The idea to do the inverse "control of chaos" to convert unwanted brainwave patterns like those from epileptic seizures has also been applied but not to real human brains. The problem is the vast complexity of brain dynamics and its most characteristic feature that it learns. Besides changing chaotic seizure patterns to periodic ones in rat brains not much progress has been made. One can also be skeptical about rat brain results by Gluckman et al. who treat the brainwaves like noise that can be canceled out by a method that is successfully applied to cancel out e.g. engine noise in airplanes:

    "We describe a novel method of adaptively controlling epileptic seizure-like events in hippocampal brain slices using electric fields. Extracellular neuronal activity is continuously recorded during field application through differential extracellular recording techniques, and the applied electric field strength is continuously updated using a computer-controlled proportional feedback algorithm. This approach appears capable of sustained amelioration of seizure events in this preparation when used with negative feedback. Seizures can be induced or enhanced by using fields of opposite polarity through positive feedback. In negative feedback mode, such findings may offer a novel technology for seizure control. In positive feedback mode, adaptively applied electric fields may offer a more physiological means of neural modulation for prosthetic purposes than previously possible. " (1)

    Another problem is to find a good location for placing the electrodes in the brain. This and other problems have been solved a number of years ago by Niels Birbaumer and his group. Instead of placing electrodes in the brain they take advantage of the brain's capability to learn where to modify its self-generated electrical fields to suppress epileptic seizures:


  3. Adaptive Electric Field Control of Epileptic Seizures, J. Neurosci. Next Article Bookmark and Share

    "In two controlled studies epileptic patients with secondary generalized seizures were treated with biofeedback of slow cortical potentials. Most of these patients suffered from temporal lobe epilepsy which is known to be resistant to drug management. In 35 sessions subjects learned to regulate their cortical potentials with the help of a biofeedback device. They were also taught how to recognize the first subjective signs of an upcoming seizure before the cortical EEG showed pathological epileptic activity. At the end of training subjects had to perform the self-regulation task in a distracting, realistic environment and to perceive their own cerebral negativity before it reached the threshold for the seizure. During the 18-month follow-up more than one half of the patients showed substantial improvement in terms of the decrement of seizure frequency. "Booster" sessions six and twelve months after the end of training demonstrated that the acquired self-regulation skill was not forgotten, but remained the same over the time. Patients who displayed large negative slow waves in all conditions at the beginning of training, did not improve their clinical status even if they were able to influence their EEG. Thus a psycho-physiological examination at the beginning of training can help to select patients who will profit from this technique. These data constitute an impressive confirmation that a medical disease can be substantially improved by a behavioral strategy. Moreover, a psycho-physiological examination at the beginning of training can help to select patients who will profit from this technique. This behavioral strategy must, therefore, be tailored to the patho-physiological condition. " (2)

    1. Adaptive Electric Field Control of Epileptic Seizures, Bruce J. Gluckman, Hanh Nguyen, Steven L. Weinstein, Steven J. Schiff, J. Neurosci. 2001 21: 590-600
    2. Drug Resistant Epilepsy Is Successfully Treated With Biofeedback Of Slow Cortical Potentials, Institute Of Medical Psychology And Behavioral Neurobiology Eberhard-Karls-University Of Tübingen, Germany

    1. Mind Fields Stop Seizures, Nature Science Update Next Article Bookmark and Share

      Excerpts: The researchers hope to test prototype devices on human patients within a year, having shown that the system can reduce the severity of simulated seizures in the brain tissue of rats. (...)

      "The device senses what the brain network is doing and sends in an electrical field to disrupt the seizure event," says neurosurgeon Steven Schiff, a member of the team. He compares the implants to 'noise-cancellation' headphones, like those used by pilots to cancel out unwanted noise by creating reverse-phase 'anti-noise'.


    2. Drug Resistant Epilepsy Is Successfully Treated With Biofeedback, Inst. Med Psych, Univ. Tuebingen Next Article Bookmark and Share

  4. Control of Synapse Number by Glia, Science Next Article Bookmark and Share

    Glia are brain cells often described as providing "support" for the less numerous, but more famous, neuronal brain cells. Now, Ullian et al. (p. 657; see the news story by Helmuth) show that glia in culture control the number of synapses on neurons and that they are necessary for the maintenance of proper synaptic electrophysiological responses. In the newborn rat, synapses are formed in the superior colliculus at the end of the first week after birth, at precisely the same time that atrocytic glia appear and proliferate. The authors suggest that glia may trigger immature and highly plastic synapses in the developing brain to increase and stabilize in order to lock synaptic circuitry in place.

    Abstract: Although astrocytes constitute nearly half of the cells in our brain, their function is a long-standing neurobiological mystery. Here we show by quantal analyses, FM1-43 imaging, immunostaining, and electron microscopy that few synapses form in the absence of glial cells and that the few synapses that do form are functionally immature. Astrocytes increase the number of mature, functional synapses on central nervous system (CNS) neurons by sevenfold and are required for synaptic maintenance in vitro. We also show that most synapses are generated concurrently with the development of glia in vivo. These data demonstrate a previously unknown function for glia in inducing and stabilizing CNS synapses, show that CNS synapse number can be profoundly regulated by nonneuronal signals, and raise the possibility that glia may actively participate in synaptic plasticity.


    1. Glia Tell Neurons to Build Synapses, Science Next Article Bookmark and Share

      Although glia account for 90% of the cells in the adult human brain, they've been written off as simple scaffolding that supports neurons, as sources of nutrition, or as a waste-disposal mechanism for sopping up extra ions and neurotransmitter molecules. But a new study on page 657 shows that glia play a more important role in neuron-to-neuron communication: They tell neurons to start talking to one another.


    2. More than a Supporting Role, Science Next Article Bookmark and Share

      The United Nations-sponsored Intergovernmental Panel on Climate Change officially declared early this week that "most of the observed warming over the last 50 years is likely to have been due to the increase in greenhouse gas concentrations." The panel was vaguer than ever, though, about how bad things could get by the end of the century. At a minimum, the world will warm more than twice as much in the coming century as it did in the past one, the panel concluded, but it could warm 10 times as much.


  5. It's Official: Humans Are Behind Most of Global Warming, Science Next Article Bookmark and Share

    Excerpt: Global warming is liable to become an even more acute problem than anticipated, according to the new assessment of the Intergovernmental Panel on Climate Change (IPCC).

    Whereas global average-surface temperature has increased by 0.6 °C during the past century, it is set to rise by between 1.4 °C and 5.8 °C by 2100, according to the report. There is "new and stronger evidence" that global warming is caused by human activities, it adds.


    1. Assessment Ups The Ante On Climate Change, Nature Next Article Bookmark and Share

      Excerpts: When 9000 geophysicists gathered here last month for the annual fall meeting of the American Geophysical Union, they heard the usual potpourri of earth and planetary sciences, from A (for atmospheric sciences) to V (for volcanology). Subjects included predicting eruptions and earthquakes in Iceland, piggyback monitoring of atmospheric electrical circuits, and odd annual pulsations of the solid earth.(…)

      Now, some suspect that Earth is also "breathing," compressing its crust and extending it once each year. This cycle is most evident in Japan, geophysicists told the meeting, where it may be responsible for that country's "earthquake season." Elsewhere, it may lead some volcanoes to erupt almost solely between September and December.


  6. Earth's Breathing Lessons, Science Next Article Bookmark and Share

    Abstract: Cultured human and rodent cells divide a set number of times before they cease dividing, a process called replicative senescence. But how do they know when to stop dividing? It appears that human cells have a way to count the number of divisions they have undergone: they monitor the progressive shortening of the ends of their chromosomes with each division. However, rodent cells do not appear to have any intrinsic counting method. In their Perspective, Shay and Wright now reveal that rodent cells, when grown under the correct culture conditions, can divide continuously (Mathon et al., Tang et al.). They propose that cells from long-lived humans and short-lived rodents have adopted different methods to respond to the insults that they accumulate through their lifetimes.


  7. When Do Telomeres Matter?, Science Next Article Bookmark and Share

    Abstract: Replicative senescence is thought to be an intrinsic mechanism for limiting the proliferative lifespan of normal somatic cells. We show here that rat Schwann cells can be expanded indefinitely in culture, whilst maintaining checkpoints normally lost during the immortalization process. These findings demonstrate that senescence is not an inevitable consequence of extended proliferation in culture.


    1. Lack of Replicative Senescence in Normal Rodent Glia, Science Next Article Bookmark and Share

      Abstract: Most mammalian somatic cells are thought to have a limited proliferative capacity, as they permanently stop dividing after a finite number of divisions in culture, a state termed replicative cell senescence. Here we show that most oligodendrocyte precursor cells purified from postnatal rat optic nerve can proliferate indefinitely in serum-free culture if prevented from differentiating; various cell-cycle inhibitory proteins increase, but the cells do not stop dividing. The cells maintain high telomerase activity and p53- and Rb-dependent cell-cycle checkpoint response, and serum or genotoxic drugs induce them to acquire a senescence-like phenotype. Our findings suggest that some normal rodent precursor cells have an unlimited proliferative capacity if cultured in conditions that avoid both differentiation and the activation of checkpoint responses that arrest the cell cycle.


    2. Lack of Replicative Senescence in Cultured Rat Oligodendrocyte Precursor Cells, Science Next Article Bookmark and Share

      Excerpts: Despite an apparent lack of determinants that specify cell fate, spatial patterning of the mouse embryo is evident early in development. (..). In many animal eggs, the sperm entry position provides a cue for embryonic patterning, but until now no such role has been found in mammals. Here we show that the sperm entry position predicts the plane of initial cleavage of the mouse egg. (…) We present a model for axial development that accommodates these findings with the regulative nature of mouse embryos.


  8. Role For Sperm In Spatial Patterning Of The Early Mouse Embryo, Nature Next Article Bookmark and Share

    1. Abstract: The protein folding problem has attracted an increasing attention from physicists. The problem has a flavor of statistical mechanics, but possesses the most common feature of most biological problems - the profound effects of evolution. I will give an introduction to the problem, and then focus on some recent work concerning the so-called "designability principle". The designability of a structure is measured by the number of sequences that have that structure as their unique ground state. Structures differ drastically in terms of their designability; highly designable structures emerge with a number of associated sequences much larger than the average. These highly designable structures (1) possess "protein-like" secondary structures and motifs, (2) are thermodynamically more stable, (3) fold faster than other structures. These results suggest that protein structures are selected in nature because they are readily designed and stable against mutations, and that such selection simultaneously leads to thermodynamic stability and foldability. According to this picture, a key to the protein folding problem is to understand the emergence and the properties of the highly desginable structures.

  9. Simple Models Of The Protein Folding Problem, Physica A Next Article Bookmark and Share

    Abstract: We represent a protein's structure by its contact map. Our aim is to identify the unknown fold of a known sequence by minimizing a (free) energy de ned in the space of contact maps. To this end, we developed an efficient method to search this space and to generate low energy maps that are also physical. We proved that the standard pairwise approximation to the free energy is unable to stabilize the native fold of a single protein against a set of carefully generated decoys.


    1. Protein Folding In Contact Map Space, Physica A Next Article Bookmark and Share

      Abstract: Traders in a market typically have widely different, private information on the return of an asset. The equilibrium price of the asset may reflect this information more accurately if the number of traders is large enough compared to the number of the states of the world that determine the return of the asset. We study the transition from markets where prices do not reflect the information accurately into markets where it does. In competitive markets, this transition takes place suddenly, at a critical value of the ratio between number of states and number of traders. The Nash equilibrium market behaves quite differently from a competitive market even in the limit of large economies.


  10. Statistical Mechanics Of Asset Markets With Private Information, arXiv Next Article Bookmark and Share

    Abstract: We extend the model of rational bubbles of Blanchard and of Blanchard and Watson to arbitrary dimensions d: a number d of market time series are made linearly interdependent via d times d stochastic coupling coefficients. We first show that the no-arbitrage condition imposes that the non-diagonal impacts of any asset i on any other asset j different from i has to vanish on average, i.e., must exhibit random alternative regimes of reinforcement and contrarian feedbacks. In contrast, the diagonal terms must be positive and equal on average to the inverse of the discount factor. Applying the results of renewal theory for products of random matrices to stochastic recurrence equations (SRE), we extend the theorem of Lux and Sornette (cond-mat/9910141) and demonstrate that the tails of the unconditional distributions associated with such d-dimensional bubble processes follow power laws (i.e., exhibit hyperbolic decline), with the same asymptotic tail exponent mu<1 for all assets. The distribution of price differences and of returns is dominated by the same power-law over an extended range of large returns. This small value mu<1 of the tail exponent has far-reaching consequences in the non-existence of the means and variances. Although power-law tails are a pervasive feature of empirical data, the numerical value mu<1 is in disagreement with the usual empirical estimates mu approximately equal to 3. It, therefore, appears that generalizing the model of rational bubbles to arbitrary dimensions does not allow us to reconcile the model with these stylized facts of financial data. The non-stationary growth rational bubble model seems at present the only viable solution (see cond-mat/0010112).


  11. Application Of Stochastic Regression Equations To Financial Speculation, arXiv Next Article Bookmark and Share

    Abstract: We introduce the concept of efficiency of a network, measuring how efficiently it exchanges information. Using this simple measure, we give a new unifying definition of small-world networks, as systems that are both globally and locally efficient. This allows to give a clear physical meaning to the concept of small-world, and also to perform a precise quantitative analysis of the system. We analyze different neural networks and man-made transportation systems: besides showing the subtle quantitative differences we show that the underlying general principle of their construction is in fact a small-world principle of high efficiency.


  12. Efficient Behavior of Small-World Networks, arXiv Next Article Bookmark and Share

    Abstract: We define predictive information Ipred (T) as the mutual information between the past and the future of a time series. Three qualitatively different behaviors are found in the limit of large observation times T: Ipred(T) can remain finite, grow logarithmically, or grow as a fractional power law. If the time series allows us to learn a model with a finite number of parameters, then Ipred(T) grows logarithmically with a coefficient that counts the dimensionality of the model space. In contrast, power--law growth is associated, for example, with the learning of infinite parameter (or nonparametric) models such as continuous functions with smoothness constraints. There are connections between the predictive information and measures of complexity that have been defined both in learning theory and in the analysis of physical systems through statistical mechanics and dynamical systems theory. Further, in the same way that entropy provides the unique measure of available information consistent with some simple and plausible conditions, we argue that the divergent part of Ipred(T) provides the unique measure for the complexity of dynamics underlying a time series. Finally, we discuss how these ideas may be useful in different problems in physics, statistics, and biology.


  13. Predictability, Complexity And Learning, arXiv Next Article Bookmark and Share

    Abstract: The scope of mental development includes cognitive, behavioral, emotional, and all other mental capabilities that are exhibited by humans, higher animals, and artificial systems. Computational principles of autonomous mental development in humans and the synthesis of developmental programs for robots and other artificial systems are beginning to be actively studied. Robots that develop their mental skills autonomously represent a fundamental change from the traditional paradigm for constructing intelligent machines. Support for this new field should lead to advances in science, engineering, economy, and understanding of the mind.


  14. Autonomous Mental Development By Robots And Animals, Science Next Article Bookmark and Share

    It is time to start building machines which can learn and be raised in the same way as humans, the authors of an article in the journal Science say. Building an intelligent machine is no small feat and so previous efforts have centred on designing a machine to carry out specific tasks. (…)

    "According to this paradigm, robots should be designed to go through a long period of autonomous mental development, from 'infancy' to 'adulthood'.


    1. Time For Real Intelligence?, BBC Next Article Bookmark and Share

      Excerpt: They monitored the rats' brain activity while they ran the maze, and then monitored what the brains did when the animals slept. Like all mammals, including humans, rats go through phases of rapid eye movement (REM) sleep, which in humans correlates with dreaming.

      The patterns were so similar that the researchers could tell where on the maze the rats were in their dreams and how fast they were dreaming they were running.

      ``We could identify what segment and what the pattern of the running activity was during this REM sleep -- literally what they were doing -- how they were running, where they were running,'' Wilson said.


  15. Rats Dream a Little Dream, Too, Dailynews.Yahoo Next Article Bookmark and Share

    Excerpt: Electromagnetically induced transparency is a quantum interference effect that permits the propagation of light through an otherwise opaque atomic medium (…) Here we use electromagnetically induced transparency to bring laser pulses to a complete stop in a magnetically trapped, cold cloud of sodium atoms. Within the spatially localized pulse region, the atoms are in a superposition state determined by the amplitudes and phases of the coupling and probe laser fields.


  16. Observation Of Coherent Optical Information Storage In An Atomic Medium Using Halted Light Pulses, Nature Next Article Bookmark and Share

    Excerpt: Hau and her group then figured out a way to make it work. Using sodium atoms and two laser beams, they made a new kind of medium that entangles light and slows it down. The laser beams glow yellow-orange like sodium streetlights, and the cigar-shaped cloud of atoms is about eight-thousandths of an inch long and about a third as wide.

    Working with Chien Liu, a postdoctoral fellow at Rowland, and Harvard graduate students Zachary Dutton and Cyrus Behroozi, Hau kept tweaking the atoms until they completely stopped laser light. This happens when a second laser beam directed at right angles to the cloud of atoms is cut off. When that laser is switched on again, it abruptly frees the light from the trap and it goes on its way.

    Hau explains that light entering the atomic entanglement transfers its energy to the atoms. Light energy raises the atoms to higher energy levels in ways that depend on the frequency and intensity of the light. The laser illuminating the cloud at right angles to the incoming beam acts like a parking brake, stopping the beam inside the cloud when it is shut off. When it is turned on again, the brake is released, the atoms transfer their energy back to the light, and it leaves the end of the cloud at full speed and intensity.

    Hau's team stopped light for one-thousandth of a second. Atomically speaking, "this is an amazingly long time," Hau notes. "But we think it can be stopped for much longer."


    1. Researchers Now Able To Stop, Restart Light, Harvard University Gazette Next Article Bookmark and Share

  17. Links & Snippets Next Article Bookmark and Share

    These references can be found in http://www.thescientificworld.com/. To retrieve the articles connect to the site and search for the title.

    • The Increasing Complexity Of Family Relationships: Lifetime Experience Of Lone Motherhood And Stepfamilies In Great Britain, Ermisch, J.; Francesconi, M., EUROPEAN JOURNAL OF POPULATION
    • Visibility versus Complexity in Business Groups: Evidence from Japanese Keiretsu, Dewenter, K.; Novaes, W.; Pettway, R. H., JOURNAL OF BUSINESS -CHICAGO-
    • Average-Case Analysis of Algorithms Using Kolmogorov Complexity, Jiang, T.; Li, M.; Vitanyi, P. M. B., JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
    • Decision Tree Complexity of Graph Properties with Dimension at Most 5, Gao, S.; Lin, G., JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY
    • Complexity results and approximation algorithms for the two machine no-wait flow-shop with limited machine availability, Espinouse, M.-L.; Formanowicz, P.; Penz, B., JOURNAL- OPERATIONAL RESEARCH SOCIETY
    • Simulation Studies of Detection of a Complex Disease in a Partially Isolated Population, Levinson, D. F.; Kirby, A.; Slepner, S.; Nolte, I.; Spijker, G. T.; Meerman, G. T., AMERICAN JOURNAL OF MEDICAL GENETICS
    • Cultivating Uncertainty in a Complex World, Unknown Author, SYSTEMS THINKER
    • Complex interactions in a streamside plant community, Levine, J. M., ECOLOGY -NEW YORK-
    • Compass Plots: A Combination of Star Plot and Analysis of Means to Visualize Significant Interactions in Complex Toxicology Studies, Budsaba, K.; Smith, C. E.; Riviere, J. E., TOXICOLOGY METHODS
    • Optimization algorithms in organizational design: optimality and complexity, Levchuk, G.; Luo, J.; Levchuk, Y.; Pattipati, K., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • Synthesis and Properties of Nitrozoruthenium Thiocarbamide Complex, Rudnitskaya, O. V.; Lin ko, I. V.; Pichkov, V. N.; Miroshnichenko, I. V.; Linko, R. V., RUSSIAN JOURNAL OF COORDINATION CHEMISTRY C/C OF KOORDINATSIONNAIA KHIMIIA
    • Complexity reduction of singleton based neuro-fuzzy algorithm, Baranyi, P.; Lei, K.-F.; Yam, Y., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • The Complex Deformation of Metals Along a Plane Curvilinear Astroid-type Trajectory, Garannikov, V. V.; Zubchaninov, V. G.; Okhlopkov, N. L., INTERNATIONAL APPLIED MECHANICS C/C OF PRIKLADNAIA MEKHANIKA
    • Complexity metrics for Petri net based logic control algorithms, Frey, G.; Litz, L.; Klockner, F., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • A Simulation Perspective on Knowledge Sharing, Conflict, and Complexity in Social Systems Management, Sage, A. P.; Small, C. T., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • The Applied Anatomy for Repairs to Mandible Defect with Complex Tissue Flap of Vascular Pedlcled Fibula, Shengrong, J.; Ping, X.; Lei, Z., JOURNAL- WEST CHINA UNIVERSITY OF MEDICAL SCIENCES
    • Pseudorandom Generators in Propositional Proof Complexity, Alekhnovich, M.; Ben-Sasson, E.; Razborov, A.; Wigderson, A., ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE
    • Study on new passive scalar flux model with diffusivity of complex number, Zhi-ming, L.; Yu-lu, L.; Shu-tang, C., JOURNAL OF HYDRODYNAMICS SERIES B -ENGLISH EDITION-
    • On the Boundary Complexity of the Union of Fat Triangles, Pach, J.; Tardos, G., ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE
    • The Quantum Complexity of Set Membership, Radhakrishnan, J.; Sen, P.; Venkatesh, S., ANNUAL SYMPOSIUM ON FOUNDATIONS OF COMPUTER SCIENCE
    • Reduced Complexity of Multi-Code DS-CDMA Receiver Using a COF Only for a Pilot Channel, Suwa, S.; Saba, T.; Ariyoshi, M., IEEE VEHICULAR TECHNOLOGY CONFERENCE
    • Synthetic Microanalysis, Agent-Based Computer Simulation and Systemic Inflammatory Response Syndrome: Capturing the Complexity of the Inflammatory Response, Unknown Author, CRITICAL CARE MEDICINE -BALTIMORE-
    • The effects of varying stake and cognitive complexity on beliefs about the cues to deception, Taylor, R.; Vrij, A., INTERNATIONAL JOURNAL OF POLICE SCIENCE AND MANAGEMENT
    • Computational Complexity of Multimodal Logics Based on Rough Sets, Demri, S.; Stepaniuk, J., FUNDAMENTA INFORMATICAE
    • The Degree of Grammatical Complexity in Literary Texts as a Translation Problem, Izquierdo, I. G.; Borillo, J. M., BENJAMINS TRANSLATION LIBRARY
    • A complex situational management application employing expert systems, Adams, J. A.; Reynolds, C., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • A Lower Bound on the Average-Case Complexity of Shellsort, Jiang, T.; Li, M.; Vitanyi, P., JOURNAL- ACM
    • Towards a decision support system for automated testing of complex telecommunication networks, Schuster, A., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • The new FIFA rules are hard: complexity aspects of sports competitions, Kern, W.; Paulusma, D., DISCRETE APPLIED MATHEMATICS
    • Linguistic Dynamic Systems and Computing with Words for Complex Systems, Wang, F.-Y.; Lin, Y.; Pu, J. B., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • Volitional strategies and future time perspective: embracing the complexity of dynamic interactions, Husman, J.; McCann, E.; Michael Crowson, H., INTERNATIONAL JOURNAL OF EDUCATIONAL RESEARCH
    • Holistic Modeling of Complex Systems with Petri Nets, Zhu, P.; Schnieder, E., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • Feedbak Model Inspired by Biological Development to Hierarchically Design Complex Sturcture, Ohnishi, K.; Takagi, H., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • On the fixed parameter complexity of graph enumeration problems definable in monadic second-order logic, Courcelle, B.; Makowsky, J. A.; Rotics, U., DISCRETE APPLIED MATHEMATICS
    • Time Series Analysis Using Partition Complexity Measure, Li, L.-y.; Tong, Q.-y., ACTA ELECTRONICA SINICA
    • Internet-Based Intelligent Tutoring Systems for Complex Control, Quinn, A.; Mitchell, C.; Chappell, A.; Gray, W. M., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • OFMspert II: Intelligent Tutoring for Complex Control, Mitchell, C. M. M.; Chappell, A.; Gray, W., IEEE INTERNATIONAL CONFERENCE ON SYSTEMS MAN AND CYBERNETICS
    • Dependability of Complex Software Systems with Component Upgrading, Li, J. J.; Mulcare, D. B.; Wong, W. E., COMPSAC -NEW YORK-
    • Case-Based Reasoning: Diagnosis of Faults in Complex Systems Through Reuse of Experience, Derere, L., INTERNATIONAL TEST CONFERENCE
    • Initial applications of complex artificial neural networks to load-flow analysis, Chan, W. L.; So, A. T. P.; Lai, L. L., IEE PROCEEDINGS GENERATION TRANSMISSION AND DISTRIBUTION
    • Biological metaphors in the design of complex software systems, Marinescu, D. C.; Boloni, L., FUTURE GENERATIONS COMPUTER SYSTEMS

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