Готові списки джерел за темами / The absolute stability

Добірка наукової літератури з теми "The absolute stability"

Автор: Grafiati
Опубліковано: 30 травня 2022
Оновлено: 31 травня 2022

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Статті в журналах з теми "The absolute stability"

1

Voronov, A. A. "On the Absolute Stability Criteria Improving and Absolute Stability Regions Construction." IFAC Proceedings Volumes 22, no. 3 (June 1989): 219–23. http://dx.doi.org/10.1016/s1474-6670(17)53637-x.

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2

Zhang Yi, Pheng Ann Heng, and P. Vadakkepat. "Absolute periodicity and absolute stability of delayed neural networks." IEEE Transactions on Circuits and Systems I: Fundamental Theory and Applications 49, no. 2 (2002): 256–61. http://dx.doi.org/10.1109/81.983875.

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3

Wang, Rongdong. "Algebraic criteria for absolute stability." Systems & Control Letters 47, no. 5 (December 2002): 401–16. http://dx.doi.org/10.1016/s0167-6911(02)00213-x.

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4

Fliegner, T., H. Logemann, and E. P. Ryan. "Absolute stability and integral control." International Journal of Control 79, no. 4 (April 2006): 311–26. http://dx.doi.org/10.1080/00207170500537230.

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5

Brattkus, K., and S. H. Davis. "Cellular growth near absolute stability." Physical Review B 38, no. 16 (December 1, 1988): 11452–60. http://dx.doi.org/10.1103/physrevb.38.11452.

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6

Pakshin, P. V., and V. A. Ugrinovskii. "Stochastic problems of absolute stability." Automation and Remote Control 67, no. 11 (November 2006): 1811–46. http://dx.doi.org/10.1134/s0005117906110051.

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Barkin, A. I. "Absolute stability and harmonic balance." Automation and Remote Control 72, no. 9 (September 2011): 1800–1807. http://dx.doi.org/10.1134/s0005117911090025.

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Rosanov, N. N. "Absolute stability of dynamic cavities." Optics and Spectroscopy 119, no. 1 (July 2015): 124–27. http://dx.doi.org/10.1134/s0030400x15070243.

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Matsuoka, Kiyotoshi. "Absolute stability of neural networks." Systems and Computers in Japan 23, no. 3 (1992): 102–9. http://dx.doi.org/10.1002/scj.4690230309.

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Lima, Milton, and Wilfried Kurz. "Massive transformation and absolute stability." Metallurgical and Materials Transactions A 33, no. 8 (August 2002): 2337–45. http://dx.doi.org/10.1007/s11661-002-0357-1.

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Дисертації з теми "The absolute stability"

1

How, Jonathan P. "Robust control design with real parameter uncertainty using absolute stability." Thesis, Massachusetts Institute of Technology, 1993. http://hdl.handle.net/1721.1/12538.

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Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Aeronautics and Astronautics, 1993.
GRSN 640480
Includes bibliographical references (p. 185-198).
by Jonathan P. How.
Ph.D.
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2

Lin, Guojian. "Control of piecewise smooth systems generalized absolute stability and applications to supercavitating vehicles /." College Park, Md.: University of Maryland, 2008. http://hdl.handle.net/1903/8651.

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Thesis (Ph. D.) -- University of Maryland, College Park, 2008.
Thesis research directed by: Dept. of Electrical and Computer Engineering. Title from t.p. of PDF. Includes bibliographical references. Published by UMI Dissertation Services, Ann Arbor, Mich. Also available in paper.
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3

Fetzer, Matthias [Verfasser], and Carsten W. [Akademischer Betreuer] Scherer. "From classical absolute stability tests towards a comprehensive robustness analysis / Matthias Fetzer ; Betreuer: Carsten W. Scherer." Stuttgart : Universitätsbibliothek der Universität Stuttgart, 2017. http://d-nb.info/115626636X/34.

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Åkervik, Espen. "Global stability and feedback control of boundary layer flows." Doctoral thesis, KTH, Linné Flow Center, FLOW, 2008. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-9547.

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In this thesis the stability of generic boundary layer flows is studied from a global viewpoint using optimization methods. Global eigenmodes of the incompressible linearized Navier-Stokes equations are computed using the Krylov subspace Arnoldi method. These modes serve as a tool both to study asymptotic stability and as a reduced basis to study transient growth. Transient growth is also studied using adjoint iterations. The knowledge obtained from the stability analysis is used to device systematic feedback control in the Linear Quadratic Gaussian framework. The dynamics is assumed to be described by the linearized Navier-Stokes equations. Actuators and sensors are designed and a Kalman filtering technique is used to reconstruct the unknown flow state from noisy measurements. This reconstructed flow state is used to determine the control feedback which is applied to the Navier-Stokes equations through properly designed actuators. Since the control and estimation gains are obtained through an optimization process, and the Navier-Stokes equations typically forms a very high-dimensional system when discretized there is an interest in reducing the complexity of the equations. A standard method to construct a reduced order model is to perform a Galerkin projection of the full equations onto the subspace spanned by a suitable set of vectors, such as global eigenmodes and balanced truncation modes.
QC 20100924
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5

Ray, James Vance. "Developmental Trajectories of Self-Control: Assessing the Stability Hypothesis." Scholar Commons, 2011. http://scholarcommons.usf.edu/etd/3306.

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A key proposition of Gottfredson and Hirschi's (1990) self-control theory is the stability hypothesis which suggests that an individual's level of self-control, once established between the ages of 8-10, is stable over the life course. Empirical results from examinations of the stability hypothesis have been mixed. Prior tests of the stability hypothesis have employed aggregate assessment methods (e.g., mean-level and correlational analyses). Such approaches fail to take into account the possibility that individual developmental pathways may differ. This study employs individual longitudinal data over a four year period for 3,249 7th to 10th grade subjects to assess the stability hypothesis using both traditional stability estimation techniques (e.g., ANOVAs and zero-order correlations), as well as heterogeneity assessment methods - semiparametric group-based trajectory modeling (SPGM). Multinomial logistic regression (MLOGIT) of theoretically and empirically relevant risk factors (i.e., parenting, parental criminality, deviant peers, bonds to school) was employed to distinguish between developmental trajectories. SPGM results suggest that self-control is stable for a majority of the sample; however, a sizeable portion of the sample evinced trajectories for which self-control was marked by considerable change. Specifically, 6 unique trajectories in the development of self-control were identified - two groups were identified with high stable trajectories of self-control and four groups were identified that had lower, less stable trajectories of self-control. Additionally, several risk factors differentiated these groups. The results indicate that those with lower, less stable trajectories have more deviant peer association, higher rates of parental criminality, less intense bonds to school, and lower levels of parenting. These results indicate that self control is not stable nor is it consistent across groups, leading to a rejection of Hirschi and Gottfredson's explanation.
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Wu, Minwei. "Stability and Trajectories of Early Supportive Environment and Adolescents' Depression and Mastery." Thesis, University of North Texas, 2019. https://digital.library.unt.edu/ark:/67531/metadc1505222/.

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Previous studies highlighted the importance of parental support for development of mastery of control and depressive symptoms. These studies tended to examine one time wave and outcomes related to that period, forwarding an assumption parenting behaviours do not change as children age. Using the National Longitudinal Survey of Youth 1979-Children and Young Adults, this study filled the gap by examining children's supportive environment at three time points and determining how levels of support across these points impacted children's depression and mastery at 18 years of age. Relative stability of mothers' supportive parenting (i.e., encouragement of social maturity, warmth and affection, and physical punishment) at early childhood, middle childhood, and early adolescence was examined by Kendall's tau correlations. Encouragement of social maturity showed relative stability between early and middle childhood and middle childhood and early adolescence; warmth and affection showed relative stability between early and middle childhood, and physical punishment showed relative stability across all time points. Absolute stability was examined using hierarchical linear modelling and Wilcoxon signed-rank test. No instances were found. Latent class growth analysis identified different trajectories of supportive environment among participants and three groups were identified. Multiple regressions conducted to examine how different trajectories affect late adolescents' depression and mastery found children of mothers from the least supportive group had statistically significant higher level of depression and lower level of mastery of control at 18 years of age; children of mothers from the progressively and continuously supportive group had similarly positive results of depression and mastery.
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Åkervik, Espen. "Feedback Control of Spatially Evolving Flows." Licentiate thesis, KTH, Mechanics, 2007. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-4283.

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In this thesis we apply linear feedback control to spatially evolving flows in order to minimize disturbance growth. The dynamics is assumed to be described by the linearized Navier--Stokes equations. Actuators and sensor are designed and a Kalman filtering technique is used to reconstruct the unknown flow state from noisy measurements. This reconstructed flow state is used to determine the control feedback which is applied to the Navier--Stokes equations through properly designed actuators. Since the control and estimation gains are obtained through an optimization process, and the Navier--Stokes equations typically forms a very high-dimensional system when discretized there is an interest in reducing the complexity of the equations. One possible approach is to perform Fourier decomposition along (almost) homogeneous spatial directions and another is by constructing a reduced order model by Galerkin projection on a suitable set of vectors. The first strategy is used to control the evolution of a range of instabilities in the classical family of Falkner--Skan--Cooke flows whereas the second is applied to a more complex cavity type of geometry.

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Rodríguez, Sánchez Javier. "Étude théorique et numérique des modes propres acoustiques dans un conduit avec écoulement et parois absorbantes." Thesis, Toulouse, ISAE, 2016. http://www.theses.fr/2016ESAE0009/document.

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L’étude présentée dans cette thèse se situe dans le domaine de l’acoustique modale des conduits avec des parois absorbantes et un écoulement moyen. Nous considérons une source de bruit en amont avec une fréquence fixe. Avec cela, nous étudions les modes propres acoustiques du conduit en terme de nombre d’onde qui sont présents.Avec cette étude, nous contribuons à la meilleure compréhension de la propagation du sondans ce type de configuration. Parmi les applications, il y a la réduction du bruit des moteurs des aéronefs.Une analyse numérique par la méthode pseudospectrale de collocation, sur la base de polynômes de Chebyshev, a été mise en ouvre pour obtenir le spectre des modes, dans un domaine transversal.Pour cela, deux programmes ont été utilisés : le programme FiEStA, qui a été développé dans le cadre de cette thèse, et qui résout les équations d’Euler linéarisées, en considérant un problème à une ou deux une ou deux dimensions. D’autre part, le programme MAMOUT, a été utilisé pour résoudre les équations de Navier-Stokes linéarisées, pour étudier plus spécifiquement les effets de la viscosité.Avec ces outils, on a constaté les effets de trois paramètres : lorsque le rapport d’aspect augmente, la densité des modes, en particulier des modes propagatifs, se développe également.Quand le nombre de Mach de l’écoulement moyen augmente, on observe les effets suivants sur les valeurs propres : un déplacement vers la partie réelle négative, une amplification de leur valeur absolue et un déplacement vers les modes d’indice inférieur. Le profil d’écoulement moyen induit aussi un déplacement dans les valeur propres, pas facilement prévisible. Il modifie également la forme des fonctions propres ; ce qui est notamment visible pour le mode d’onde plane. Les changements d’impédance induisent un échange cyclique de valeurs propres entre les valeurs de parois rigides des modes consécutifs. Avec certaines valeurs d’impédance, les modes acoustiques de paroi apparaissent. Ils sont caractérisés par la forme exponentielle de leurs fonctions propres.En plus des modes acoustiques, il existe des modes hydrodynamiques de surface qui se sont révélés avec quelques valeurs d’impédance et forme et nombre de Mach de l’écoulement moyen. Pour un ensemble de données de référence, ces modes ont été étudiés. L’impédance a été considérée avec un modèle basé sur des données de la littérature, tout comme le profil d’écoulement moyen.Un mode hydrodynamique a été trouvé. Avec certaines valeurs de la fréquence, l’ensemble des paramètres donne lieu à une instabilité. En utilisant le critère Briggs Bres pour la stabilité,l’instabilité a été jugée absolue.À partir du comportement des modes avec différentes valeurs de l’impédance, et conformément aux résultats publiés, nous avons défini la condition que le spectre doit remplir pour réduire autant que possible le bruit. C’est cela qu’on appelle l’impédance optimale. Nous avons calculé cette valeur pour différents fréquences et écoulements moyens
The study presented in this thesis is within the domain of modal acoustics of lined ducts withgrazing flow. We consider an upstream source of noise with a fixed frequency, within a lined duct.From this, we study the eigenmodes in terms of wavenumber that are present in this system.With this study, we contribute to the better understanding of sound propagation in thedescribed configuration. Within its main applications, we can find the noise reduction fromaeroengines.A numerical analysis with the pseudospectral collocation method, based on Chebyshevpolynomials was used to obtain the spectrum of modes within the duct, in a domain transversalto the mean flow. For this, two programs were used: On one hand, within the frame of this thesis,the program FiEStA was developed. It solves the linearized Euler Equations, considering eitherone or two dimensions of the transversal plane. On the other hand, the already existing programMAMOUT was used for verification and to solve also the linearized Navier-Stokes Equations toobserve the effects of viscosity.With these tools, the first result was to notice the effects of three parameters: When theaspect ratio grows, the density of modes in the spectrum grows also. In particular, we havemore propagative modes. As the mean flow Mach number grows, we observe these effects on theeigenvalues: a displacement to the negative real part, a slight amplification of their absolute valueand a displacement towards the modes of lower index. The difference in mean flow profile inducesanother displacement in modes, not easily predictable. It changes also the shape of eigenfunctions,which is clearly seen for the planewave mode. The impedance changes induce a cyclic exchange ofeigenvalues from their hard wall value to the hard wall value of a consecutive mode. The changeof eigenfunction is gradually change in wavelength, to obtain the shape of the destination mode.With some impedance values, a pair of modes, called the acoustic surface modes arise. They arecharacterized by the exponential shape of their eigenfunctions.Besides these acoustic surface modes, there are also a pair of hydrodynamic surface modeswhich come to light with some values of impedance and shape and Mach number of the meanflow. With a benchmark data, these modes were studied. The impedance was considered from themodel of a measured liner while the mean flow profile was taken from experimental values. Withthis, the hydrodynamic mode was found. With specific values of frequency, the set of parametersgives rise to an instability. Using the Briggs-Bers criterion for stability, the instability was foundto be absolute for a given frequency.From the comportment of modes with different values of impedance, and in accordance withpublished results, we defined the condition that the spectrum has to fulfill to reduce as much aspossible the upstream noise. This is what we called the optimal impedance. We obtained it forseveral flow profiles and frequencies, in both 1D and 2D domains
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Pinheiro, Rafael Fernandes. "O problema de Lurie e aplicações às redes neurais." Universidade de São Paulo, 2015. http://www.teses.usp.br/teses/disponiveis/45/45132/tde-25042015-223201/.

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Neste trabalho apresentamos um assunto que tem contribuído em diversas áreas, o conhecido Problemas de Lurie. Para exemplificar sua aplicabilidade estudamos a Rede Neural de Hopfield e a relacionamos com o problema. Alguns teoremas são apresentados e um dos resultados do Problema de Lurie é aplicado ao modelo de Hopfield.
In the present work we show some properties of the so called Luries type equation. We treat particularly the stability conditions problem, and show how this theory is applied in a Hopfield neural network.
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Malik, Waqar Ahmad. "A new computational approach to the synthesis of fixed order controllers." [College Station, Tex. : Texas A&M University, 2007. http://hdl.handle.net/1969.1/ETD-TAMU-2089.

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Книги з теми "The absolute stability"

1

Liao, Xiaoxin. Absolute Stability of Nonlinear Control Systems. Dordrecht: Springer Netherlands, 1993.

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2

Liao, Xiao-xin. Absolute stability of nonlinear control systems. 2nd ed. [New York]: Springer Science, 2008.

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3

Liao, Xiaoxin, and Pei Yu. Absolute Stability of Nonlinear Control Systems. Dordrecht: Springer Netherlands, 2008. http://dx.doi.org/10.1007/978-1-4020-8482-9.

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4

Altshuller, Dmitry. Frequency Domain Criteria for Absolute Stability. London: Springer London, 2013. http://dx.doi.org/10.1007/978-1-4471-4234-8.

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Liao, Xiaoxin. Absolute Stability of Nonlinear Control Systems. Dordrecht: Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-017-0608-7.

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Liao, Xiao-xin. Absolute stability of nonlinear control systems. Beijing: Science Press, 1993.

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7

Altshuller, Dmitry. Frequency Domain Criteria for Absolute Stability: A Delay-integral-quadratic Constraints Approach. London: Springer London, 2013.

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8

Liao, Xiaoxin, and Pei Yu. Absolute Stability of Nonlinear Control Systems. Springer, 2010.

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9

Liao, Xiao-Xin. Absolute Stability of Nonlinear Control Systems. Springer, 2014.

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10

Liao, Xiaoxin, and Pei Yu. Absolute Stability of Nonlinear Control Systems. Springer, 2008.

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Частини книг з теми "The absolute stability"

1

Petersen, Ian R., Valery A. Ugrinovskii, and Andrey V. Savkin. "Absolute stability, absolute stabilization and structured dissipativity." In Communications and Control Engineering, 215–43. London: Springer London, 2000. http://dx.doi.org/10.1007/978-1-4471-0447-6_7.

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2

Altshuller, Dmitry. "Stability Multipliers." In Frequency Domain Criteria for Absolute Stability, 43–80. London: Springer London, 2013. http://dx.doi.org/10.1007/978-1-4471-4234-8_3.

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3

Gil’, Michael I. "Absolute Stability of Scalar NDEs." In Atlantis Studies in Differential Equations, 263–79. Paris: Atlantis Press, 2014. http://dx.doi.org/10.2991/978-94-6239-091-1_8.

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4

Liao, Xiaoxin. "Principal Theorems on Global Stability." In Absolute Stability of Nonlinear Control Systems, 1–26. Dordrecht: Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-017-0608-7_1.

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Bliman, Pierre-Alexandre. "Robust absolute stability of delay systems." In Nonlinear control in the Year 2000, 207–37. London: Springer London, 2001. http://dx.doi.org/10.1007/bfb0110217.

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Tsypkin, Ya Z., and B. T. Polyak. "Robust Absolute Stability of Continuous Systems." In Robustness of Dynamic Systems with Parameter Uncertainties, 113–21. Basel: Birkhäuser Basel, 1992. http://dx.doi.org/10.1007/978-3-0348-7268-3_12.

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Liao, Xiaoxin, Fei Xu, and Pei Yu. "Absolute Stability of Hopfield Neural Network." In Advances in Neural Networks - ISNN 2006, 249–54. Berlin, Heidelberg: Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11759966_38.

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Griffiths, David F., and Desmond J. Higham. "Runge-Kutta Methods–II Absolute Stability." In Numerical Methods for Ordinary Differential Equations, 135–43. London: Springer London, 2010. http://dx.doi.org/10.1007/978-0-85729-148-6_10.

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Griffiths, David F., and Desmond J. Higham. "Linear Multistep Methods—III: Absolute Stability." In Numerical Methods for Ordinary Differential Equations, 75–94. London: Springer London, 2010. http://dx.doi.org/10.1007/978-0-85729-148-6_6.

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Liao, Xiaoxin. "Autonomous Control Systems." In Absolute Stability of Nonlinear Control Systems, 27–76. Dordrecht: Springer Netherlands, 1993. http://dx.doi.org/10.1007/978-94-017-0608-7_2.

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Тези доповідей конференцій з теми "The absolute stability"

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Hancock, Edward J., and Antonis Papachristodoulou. "Generalised absolute stability and Sum of Squares." In 2011 American Control Conference. IEEE, 2011. http://dx.doi.org/10.1109/acc.2011.5991308.

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Salmon, Neil A., Jonathan R. Borrill, and David G. Gleed. "Absolute temperature stability of passive imaging radiometers." In AeroSense '97, edited by Roger M. Smith. SPIE, 1997. http://dx.doi.org/10.1117/12.277072.

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Wei Bing Gao and Yi Xiong. "Absolute stability of asymmetric Hopfield neural network." In 1991 IEEE International Joint Conference on Neural Networks. IEEE, 1991. http://dx.doi.org/10.1109/ijcnn.1991.170713.

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Fradkov, Alexander. "Early ideas of the absolute stability theory." In 2020 European Control Conference (ECC). IEEE, 2020. http://dx.doi.org/10.23919/ecc51009.2020.9143937.

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Kim, Jong-ju, and Joon Lyou. "Absolute Stability Margin in Missile Guidance Loop." In 2006 SICE-ICASE International Joint Conference. IEEE, 2006. http://dx.doi.org/10.1109/sice.2006.315407.

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Chestnov, V. N., and D. V. Shatov. "Modified circle criterion of absolute stability and robustness estimation." In 2018 14th International Conference "Stability and Oscillations of Nonlinear Control Systems" (Pyatnitskiy's Conference) (STAB). IEEE, 2018. http://dx.doi.org/10.1109/stab.2018.8408351.

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Livshiz, M., and D. Sanvido. "Absolute Stability of Automotive Idle Speed Control Systems." In International Congress & Exposition. 400 Commonwealth Drive, Warrendale, PA, United States: SAE International, 1996. http://dx.doi.org/10.4271/960620.

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Iervolino, Raffaele, and Francesco Vasca. "Cone-copositivity for absolute stability of Lur'e systems." In 2014 IEEE 53rd Annual Conference on Decision and Control (CDC). IEEE, 2014. http://dx.doi.org/10.1109/cdc.2014.7040377.

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Razi, Kamran, Chiedu N. Mokogwu, and Keyvan Hashtrudi-Zaad. "Experimental evaluation of absolute stability in teleoperation systems." In 2016 IEEE Haptics Symposium (HAPTICS). IEEE, 2016. http://dx.doi.org/10.1109/haptics.2016.7463184.

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Tan, Nusret, and Derek P. Atherton. "Absolute stability problem of systems with parametric uncertainties." In 1999 European Control Conference (ECC). IEEE, 1999. http://dx.doi.org/10.23919/ecc.1999.7099756.

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Звіти організацій з теми "The absolute stability"

1

Fromm, Hillel, Paul Michael Hasegawa, and Aaron Fait. Calcium-regulated Transcription Factors Mediating Carbon Metabolism in Response to Drought. United States Department of Agriculture, June 2013. http://dx.doi.org/10.32747/2013.7699847.bard.

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Анотація:
Original objectives: The long-term goal of the proposed research is to elucidate the transcription factors, genes and metabolic networks involved in carbon metabolism and partitioning in response to water deficit. The proposed research focuses on the GTLcalcium/calmodulinbindingTFs and the gene and metabolic networks modulated by these TFs in Arabidopsis thaliana. The specific objectives are as follows. Objective-1 (USA): Physiological analyses of GTL1 loss- and gain-of-function plants under water sufficient and drought stress conditions Objective 2 (USA / Israel-TAU): Characterizion of GTL target genes and bioinformatic analysis of data to eulcidate gene-network topology. Objective-3 (Israel-TAU): Regulation of GTLmediated transcription by Ca²⁺/calmodulin: mechanism and biological significance. Objective-4 (Israel-BGU): Metabolic networks and carbon partitioning in response to drought. Additional direction: In the course of the project we added another direction, which was reported in the 2nd annual report, to elucidate genes controlling drought avoidance. The TAU team has isolated a few unhydrotropic (hyd) mutants and are in the process of mapping these mutations (of hyd13 and hyd15; see last year's report for a description of these mutants under salt stress) in the Arabidopsis genome by map-based cloning and deep sequencing. For this purpose, each hyd mutant was crossed with a wild type plant of the Landsberg ecotype, and at the F2 stage, 500-700 seedlings showing the unhydrotropic phenotype were collected separately and pooled DNA samples were subkected to the Illumina deep sequencing technology. Bioinformatics were used to identify the exact genomic positions of the mutations (based on a comparison of the genomic sequences of the two Arabidopsis thaliana ecotypes (Columbia and Landsberg). Background: To feed the 9 billion people or more, expected to live on Earth by the mid 21st century, the production of high-quality food must increase substantially. Based on a 2009 Declaration of the World Summit on Food Security, a target of 70% more global food production by the year 2050 was marked, an unprecedented food-production growth rate. Importantly, due to the larger areas of low-yielding land globally, low-yielding environments offer the greatest opportunity for substantial increases in global food production. Nowadays, 70% of the global available water is used by agriculture, and 40% of the world food is produced from irrigated soils. Therefore, much needs to be done towards improving the efficiency of water use by plants, accompanied by increased crop yield production under water-limiting conditions. Major conclusions, solutions and achievements: We established that AtGTL1 (Arabidopsis thaliana GT-2 LIKE1) is a focal determinant in water deficit (drought) signaling and tolerance, and water use efficiency (WUE). The GTL1 transcription factor is an upstream regulator of stomatal development as a transrepressor of AtSDD1, which encodes a subtilisin protease that activates a MAP kinase pathway that negatively regulates stomatal lineage and density. GTL1 binds to the core GT3 cis-element in the SDD1 promoter and transrepresses its expression under water-sufficient conditions. GTL1 loss-of-function mutants have reduced stomatal number and transpiration, and enhanced drought tolerance and WUE. In this case, higher WUE under water sufficient conditions occurs without reduction in absolute biomass accumulation or carbon assimilation, indicating that gtl1-mediated effects on stomatal conductance and transpiration do not substantially affect CO₂ uptake. These results are proof-of-concept that fine-tuned regulation of stomatal density can result in drought tolerance and higher WUE with maintenance of yield stability. Implications: Accomplishments during the IS-4243-09R project provide unique tools for continued discovery research to enhance plant drought tolerance and WUE.
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