Harold J. Kushner
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Engineering
Harold J. Kushner's Degrees
- Bachelors Electrical Engineering City College of New York
Why Is Harold J. Kushner Influential?
(Suggest an Edit or Addition)According to Wikipedia, Harold Joseph Kushner is an American applied mathematician and a Professor Emeritus of Applied Mathematics at Brown University. He is known for his work on the theory of stochastic stability , the theory of non-linear filtering , and for the development of numerical methods for stochastic control problems such as the Markov chain approximation method. He is commonly cited as the first person to study Bayesian optimization, based on work he published in 1964.
Harold J. Kushner's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Stochastic Approximation and Recursive Algorithms and Applications (2003) (2259)
- Numerical Methods for Stochastic Control Problems in Continuous Time (2000) (1638)
- wchastic. approximation methods for constrained and unconstrained systems (1978) (1076)
- A New Method of Locating the Maximum Point of an Arbitrary Multipeak Curve in the Presence of Noise (1964) (929)
- Stochastic Approximation Algorithms and Applications (1997) (666)
- Stochastic Stability and Control (2012) (652)
- Approximation and Weak Convergence Methods for Random Processes (1984) (589)
- Introduction to stochastic control (1971) (468)
- Convergence of proportional-fair sharing algorithms under general conditions (2004) (458)
- Dynamical equations for optimal nonlinear filtering (1967) (335)
- Weak Convergence Methods and Singularly Perturbed Stochastic Control and Filtering Problems (1990) (301)
- Approximations to optimal nonlinear filters (1967) (291)
- Necessary conditions for continuous parameter stochastic optimization problems (1972) (289)
- On the Differential Equations Satisfied by Conditional Probablitity Densities of Markov Processes, with Applications (1964) (287)
- Heavy Traffic Analysis of Controlled Queueing and Communication Networks (2001) (206)
- Asymptotic global behavior for stochastic approximation and diffusions with slowly decreasing noise effects: Global minimization via Monte Carlo (1987) (154)
- Optimal stochastic control (1962) (131)
- Asymptotic properties of distributed and communication stochastic approximation algorithms (1987) (121)
- Asymptotic Properties of Proportional-Fair Sharing Algorithms (2002) (115)
- Stochastic processes in information and dynamical systems (1972) (112)
- Analysis of adaptive step-size SA algorithms for parameter tracking (1995) (112)
- Asymptotic Properties of Stochastic Approximations with Constant Coefficients. (1981) (110)
- Probability Methods for Approximations in Stochastic Control and for Elliptic Equations (2012) (104)
- ON THE STABILITY OF STOCHASTIC DYNAMICAL SYSTEMS. (1965) (104)
- Stochastic approximation with averaging of the iterates: Optimal asymptotic rate of convergence for (1993) (101)
- On the stochastic maximum principle: Fixed time of control (1965) (100)
- Optimality Conditions for the Average Cost per Unit Time Problem with a Diffusion Model (1978) (96)
- On the stability of processes defined by stochastic difference-differential equations. (1968) (88)
- A versatile stochastic model of a function of unknown and time varying form (1962) (85)
- On the dynamical equations of conditional probability density functions, with applications to optimal stochastic control theory (1964) (82)
- A nonlinear filtering algorithm based on an approximation of the conditional distribution (2000) (82)
- On the Existence of Optimal Stochastic Controls (1965) (74)
- Numerical Methods for Stochastic Singular Control Problems (1991) (73)
- Weak convergence and asymptotic properties of adaptive filters with constant gains (1984) (71)
- On the Control of a Linear Functional Differential Equation with Quadratic Cost (1970) (70)
- Stochastic approximation and large deviations: upper bounds and w.p.1 convergence (1989) (68)
- Nearly optimal state feedback controls for stochastic systems with wideband noise disturbances (1987) (68)
- Routing and singular control for queueing networks in heavy traffic (1990) (67)
- A maximum principle for stochastic control systems (1964) (67)
- Converse theorems for stochastic Liapunov functions. (1967) (66)
- On the optimum timing of observations for linear control systems with unknown initial state (1964) (65)
- Stochastic Stability (2005) (62)
- A Robust Discrete State Approximation to the Optimal Nonlinear Filter for a Diffusion. (1980) (60)
- An Invariant Measure Approach to the Convergence of Stochastic Approximations with State Dependent Noise. (1984) (60)
- RATES OF CONVERGENCE FOR STOCHASTIC APPROXIMATION TYPE ALGORITHMS (1979) (60)
- On the stability of randomly sampled systems (1969) (60)
- Finite time stochastic stability and the analysis of tracking systems (1966) (59)
- Stochastic approximation: a survey (2010) (59)
- Nonlinear filtering: The exact dynamical equations satisfied by the conditional mode (1967) (59)
- Optimal and approximately optimal control policies for queues in heavy traffic (1989) (58)
- On the Weak Convergence of Interpolated Markov Chains to a Diffusion (1974) (58)
- Numerical Methods for Controlled Stochastic Delay Systems (2008) (57)
- Jump-Diffusion Approximations for Ordinary Differential Equations with Wide-Band Random Right Hand Sides, (1979) (55)
- Control of mobile communications with time-varying channels in heavy traffic (2002) (54)
- Introduction to Stochastic Control Theory (Karl J. Astrom) (1972) (53)
- Numerical Approximations for Stochastic Differential Games (2002) (53)
- Filtering for Linear Distributed Parameter Systems (1970) (52)
- Stochastic approximation algorithms for parallel and distributed processing (1987) (50)
- Convergence of recursive adaptive and identification procedures via weak convergence theory (1977) (49)
- Approximations for functionals and optimal control problems on jump diffusion processes (1978) (47)
- Existence results for optimal stochastic controls (1975) (46)
- Accelerated procedures for the solution of discrete Markov control problems (1971) (45)
- Stochastic Approximation Methods for Systems Over an InfiniteHorizon (1996) (45)
- A partial history of the early development of continuous-time nonlinear stochastic systems theory (2014) (41)
- Robustness and Approximation of Escape Times and Large Deviations Estimates for Systems with Small Noise Effects (1984) (41)
- Diffusion approximations to output processes of nonlinear systems with wide-band inputs and applications (1979) (40)
- Filtering and control for wide bandwidth noise driven systems (1987) (38)
- Robustness of Nonlinear Filters Over the Infinite Time Interval (1998) (38)
- Estimation of the derivative of a stationary measure with respect to a control parameter (1992) (38)
- A martingale method for the convergence of a sequence of processes to a jump-diffusion process (1980) (36)
- Heavy Traffic Analysis of a Controlled Multiclass Queueing Network via Weak Convergence Methods (1996) (35)
- Stochastic Approximations via Large Deviations: Asymptotic Properties (1985) (35)
- Approximation and Limit Results for Nonlinear Filters Over an Infinite Time Interval (1999) (34)
- Stochastic approximation algorithms for the local optimization of functions with nonunique stationary points (1972) (34)
- Minimizing escape probabilities: A large deviations approach (1987) (33)
- Finite state stochastic games: Existence theorems and computational procedures (1969) (33)
- Control of mobile communication systems with time-varying channels via stability methods (2004) (33)
- Controlled and optimally controlled multiplexing systems: A numerical exploration (1995) (32)
- Stochastic approximation with averaging and feedback: rapidly convergent "on-line" algorithms (1995) (32)
- Stochastic Stability and Control, Mathematics in Science and Engineering (1972) (32)
- A Monte Carlo method for sensitivity analysis and parametric optimization of nonlinear stochastic systems (1991) (32)
- Stochastic systems with small noise, analysis and simulation; a phase locked loop example (1985) (30)
- Rate of Convergence for Constrained Stochastic Approximation Algorithms (2001) (30)
- A simulation study of a decentralized detection problem (1982) (30)
- Approximate and limit results for nonlinear filters with wide bandwith observation noise (1986) (30)
- Stochastic approximation with discontinuous dynamics and state dependent noise: w.p. 1 and weak convergence☆ (1981) (29)
- Averaging Methods for the Asymptotic Analysis of Learning and Adaptive Systems, with Small Adjustment Rate. Analysis of Nonlinear Stochastic Systems with Wide-Band Inputs. (1980) (29)
- Nearly optimal singular controls for wideband noise driven systems (1988) (29)
- Limit theorems for pathwise average cost per unit time problems for controlled queues in heavy traffic (1993) (29)
- Consistency issues for numerical methods for variance control, with applications to optimization in finance (1999) (29)
- STOCHASTIC APPROXIMATION ALGORITHMS FOR CONSTRAINED OPTIMIZATION PROBLEMS (1974) (28)
- Decomposition of systems governed by Markov chains (1974) (28)
- On the Optimal Control of a System Governed by a Linear Parabolic Equation with White Noise Inputs (1968) (28)
- Analysis of adaptive step size SA algorithms for parameter tracking (1994) (27)
- Rates of Convergence (1978) (27)
- Stochastic approximation of constrained systems with system and constraint noise (1975) (27)
- Numerical Approximations for Stochastic Differential Games: The Ergodic Case (2003) (26)
- Numerical approximations for nonlinear stochastic systems with delays (2005) (26)
- Numerical methods for the solution of the degenerate nonlinear elliptic equations arising in optimal stochastic control theory (1968) (26)
- On the Weak Convergence of a Sequence of General Stochastic Difference Equations to a Diffusion (1981) (25)
- The Cauchy problem for a class of degenerate parabolic equations and asymptotic properties of the related diffusion processes (1969) (22)
- Optimal control of assignment of jobs to processors under heavy traffic (2000) (22)
- Asymptotic behavior of stochastic approximation and large deviations (1983) (22)
- Optimal Discounted Stochastic Control for Diffusion Processes (1967) (21)
- On the stochastic maximum principle with “average” constraints☆ (1965) (21)
- Asymptotic behavior of constrained stochastic approximations via the theory of large deviations (1987) (20)
- General convergence results for stochastic approximations via weak convergence theory (1977) (20)
- Monte Carlo Algorithms and Asymptotic Problems in Nonlinear Filtering (2001) (20)
- Control of Polling in Presence of Vacations in Heavy Traffic with Applications to Satellite and Mobile Radio Systems (2002) (20)
- Control of Trunk Line Systems in Heavy Traffic (1995) (19)
- Limits for parabolic partial differential equations with wide band stochastic coefficients andan application to filtering theory (1985) (18)
- Numerical Algorithms for Optimal Controls for Nonlinear Stochastic Systems With Delays $ $ (2010) (18)
- Heavy Traffic Analysis of a Data Transmission System with Many Independent Sources (1993) (18)
- Asymptotic Properties of Proportional-Fair Sharing Algorithms: Extensions of the Algorithm (2003) (18)
- Mathematical programming and the control of Markov chains (1971) (17)
- A Survey of Some Applications of Probability and Stochastic Control Theory to Finite Difference Methods for Degenerate Elliptic and Parabolic Equations (1976) (17)
- Rates of Convergence for Sequential Monte Carlo Optimization Methods (1978) (17)
- A Simple Iterative Procedure for the Identification of the Unknown Parameters of a Linear Time Varying Discrete System (1963) (16)
- Control and optimal control of assemble to order manufacturing systems under heavy traffic (1999) (16)
- The concept of invariant set for stochastic dynamical systems, and applications to stochastic stability (1967) (16)
- A cautionary note on the use of singular perturbation methods for “small noise” modelst † (1982) (16)
- On stochastic differential games: Sufficient conditions that a given strategy be a saddle point, and numerical procedures for the solution of the game☆ (1969) (16)
- On stochastic extremum problems - calculus. (1965) (15)
- On the construction of stochastic Liapunov functions (1965) (15)
- Numerical Methods in Stochastic Control. (1996) (15)
- Jump-Diffusions with Controlled Jumps: Existence and Numerical Methods (2000) (15)
- Stochastic approximation type methods for constrained systems: Algorithms and numerical results (1974) (15)
- Extensions of Kestin's Adaptive Stochastic Approximation Method, (1973) (14)
- Probability Methods for the Convergence of Finite Difference Approximations to Partial Differential Equations. (1973) (14)
- Admission Control for Combined Guaranteed Performance and Best Effort Communications Systems Under Heavy Traffic (1999) (14)
- Stochastic approximation and user adaptation in a competitive resource sharing system (1998) (14)
- A projected stochastic approximation method for adaptive filters and identifiers (1980) (14)
- Large Deviations for Two-Time-Scale Diffusions, with Delays (2010) (14)
- On the convergence of Lion's identification method with random inputs (1970) (13)
- Approximation and Limit Results for Nonlinear Filters Over an Infinite Time Interval: Part II, Random Sampling Algorithms (2000) (13)
- Numerical Approximations for Nonzero-Sum Stochastic Differential Games (2007) (13)
- Probability limit theorems and the convergence of finite difference approximations of partial differential equations (1970) (13)
- Stability of Stochastic Differential Equations with Respect to Semi-martingales (X. Mao) (1993) (13)
- Numerical approximations for stochastic systems with delays in the state and control (2006) (13)
- Finite difference methods for the weak solutions of the Kolmogorov equations for the density of both diffusion and conditional diffusion processes (1976) (13)
- Stability and existence of diffusions with discontinuous or rapidly growing drift terms (1972) (12)
- Codes for Optimal Stochastic Control: Documentation and Users Guide (1996) (12)
- A Monte Carlo method for sensitivity analysis and parametric optimization of nonlinear stochastic systems: the ergodic case (1992) (12)
- Approximations and computational methods for Optimal Stopping and Stochastic Impulsive Control problems (1976) (12)
- Approximations, existence, and numerical procedures for optimal stochastic controls (1974) (12)
- On the status of optimal control and stability for stochastic systems. (1966) (12)
- Numerical Approximations to Optimal Nonlinear Filters (2008) (11)
- Stochastic Approximation in Hilbert Space: Identification and Optimization of Linear Continuous Parameter Systems (1985) (11)
- Convergence and rate of convergence of a recursive identification and adaptive control method which uses truncated estimators (1982) (11)
- Asymptotic Distributions of Solutions of Ordinary Differential Equations with Wide Band Noise Inputs; Approximate Invariant Measures. (1982) (10)
- Numerical studies of stochastic approximation procedures for constrained problems (1977) (10)
- Heavy traffic analysis of controlled multiplexing systems (1998) (10)
- Existence of Optimal Controls for Variance Control (1999) (10)
- Numerical methods for controlled and uncontrolled multiplexing and queueing systems (1994) (10)
- Penalty Function Methods for Constrained Stochastic Approximation (1974) (10)
- Diffusion approximations for the analysis of digital phase locked loops (1980) (10)
- Numerical methods for controls for nonlinear stochastic systems with delays and jumps: applications to admission control (2011) (9)
- Extensions of proportional-fair sharing algorithms for multi-access control of mobile communications: constraints and bursty data processes (2005) (9)
- Robustness and Convergence of Approximations to Nonlinear Filters for Jump-Diffusions (1996) (9)
- An Application of the Sobolev Imbedding Theorems to Criteria for the Continuity of Processes with a Vector Parameter (1969) (8)
- A Numerical Method for Controlled Routing in Large Trunk Line Networks via Stochastic Control Theory (1994) (8)
- Sufficient Conditions for the Optimality of a Stochastic Control (1965) (8)
- Probabilistic methods for finite difference approximations to degenerate elliptic and parabolic equations with Neumann and Dirichlet boundary conditions (1976) (8)
- AN AVERAGING METHOD FOR STOCHASTIC APPROXIMATIONS WITH DISCONTINUOUS DYNAMICS, CONSTRAINTS, AND STATE DEPENDENT NOISE (1983) (8)
- Adaptive techniques for the optimization of binary detection systems (1963) (8)
- Stochastic Approximation Algorithms of the Multiplier Type for the Sequential Monte Carlo Optimization of Stochastic Systems (1976) (8)
- Large deviations estimates for systems with small noise effects, and applications to stochastic systems theory (1986) (8)
- The Surrogate Estimation Approach for Sensitivity Analysis in Queueing Networks (1993) (8)
- Near optimal control in the presence of small stochastic perturbations. (1965) (8)
- Hill Climbing Methods for the Optimization of Multiparameter Noise Disturbed Systems (1963) (7)
- Numerical Methods for Optimal Controls for Nonlinear Stochastic Systems With Delays: Algorithms and Data* (2009) (7)
- Some problems and some recent results in stochastic control. (1965) (7)
- Review of Stochastic Approximation Algorithms and Applications [Book Reviews] (1998) (6)
- Weak convergence and approximations for partial differential equations with stochastic coefficients (1985) (6)
- The Gauss-Seidel numerical procedure for Markov stochastic games (2004) (6)
- Necessary conditions for discrete parameter stochastic optimization problems (1972) (6)
- New theorems and examples in the liapunov theory of stochastic stability. (1965) (6)
- Analysis of Controlled Multiplexing Systems via Numerical Stochastic Control Methods (Invited Paper) (1995) (6)
- Control of multi-node mobile communications networks with time-varying channels via stability methods (2006) (6)
- Stochastic Approximation with Averaging and Feedback: Faster Convergence (1995) (6)
- A versatile method for the Monte Carlo optimization of stochastic systems (1973) (5)
- Diffusion approximations for nonlinear phase locked loop-type systems with wide band inputs (1982) (5)
- Analysis of nonlinear stochastic systems with wide-band inputs (1980) (5)
- Computational procedures for optimal stopping problems for Markov chains (1969) (5)
- Numerical methods for the optimization of nonlinear stochastic delay systems, and an application to internet regulation (2010) (5)
- Probability methods for the convergence of finite difference approximation to partial differential-integral equations. II (1974) (5)
- Stochastic Differential Systems (Lecture Notes in Control and Information Sciences). (1987) (5)
- Modeling and approximations for stochastic systems with state-dependent singular controls and wide-band noise (2012) (5)
- A Control Problem for a New Type of Public Transportation System, via Heavy Traffic Analysis (1995) (4)
- Adaptive optimization of least-squares tracking algorithms: with applications to adaptive antenna arrays for randomly time-varying mobile communications systems (2005) (4)
- Numerical Methods for Stochastic Differential Games: The Ergodic Cost Criterion (2007) (4)
- On closed-loop adaptive noise cancellation (1998) (4)
- Some Basic Ideas in Stochastic Stability (1974) (4)
- The Approximate Calculation of Invariant Measures of Diffusions Via finite Difference Approximations to Degenerate Elliptic Partial Differential Equations (1975) (4)
- Heavy Traffic Analysis of AIMD Models (2006) (4)
- Approximating multiple itô integrals with "band limited" processes (1985) (4)
- An approach to useful but nonoptimal nonlinear filters (1974) (3)
- An averaging method for stochastic approximations with constant parameters: Small parameter values (1980) (3)
- Controlled Nonlinear Stochastic Delay Equations: Part II: Approximations and Pipe-Flow Representations (2012) (3)
- Scheduling and Control of Multi-Node Mobile Communications Systems with Randomly-Varying Channels by Stability Methods (2007) (3)
- Numerical Methods for Optimal Controls for Nonlinear Stochastic Systems With Delays, and Applications to Internet Regulation (2010) (3)
- Nonlinear Filtering for Singularly Perturbed Systems (1991) (3)
- Applications to Learning, State Dependent Noise, and Queueing (1997) (3)
- Large-scale computations for high dimensional control systems (1994) (3)
- Dynamic Programming Equations (2001) (3)
- Scheduling and Control of Mobile Communications Networks with Randomly Time Varying Channels by Stability Methods (2006) (3)
- Domain Decomposition Methods for Large Markov Chain Control Problems and Nonlinear Elliptic-Type Equations (1997) (3)
- Approximation of solutions to differential equations with random inputs by diffusion processes (1979) (3)
- Constrained stochastic approximation via the theory of large deviations (1986) (2)
- Stochastic approximation with discontinuous dynamics and state dependent noise: W. P. 1 convergence (1980) (2)
- Numerical Methods for Stochastic Singular Control Problems with State-Dependent Control (2013) (2)
- Assignment and Scheduling: Many Classes and Processors (2001) (2)
- The Nonlinear Filtering Problem (1990) (2)
- An effective numerical method for controlled routing in large trunk line networks (1995) (2)
- Stochastic stability and the design of feedback controls. (1965) (2)
- Weak Convergence: Constrained Systems (1978) (2)
- Asymptotic properties, stability and “near” stationary of parabolic partial differential equations with wide bandwidth inputs (1986) (2)
- Admission Control for Combined GuaranteedPerformance and Best E ort CommunicationsSystems Under Heavy Tra (1999) (2)
- Diffusion approximations and nearly optimal maintenance policies for system breakdown and repair problems (1989) (2)
- Approximation Methods for the Minimum Average Cost per Unit Time Problem with a Diffusion Model (1978) (2)
- A note on the maximum sample excursions of stochastic approximation processes. (1966) (2)
- Controlled Nonlinear Stochastic Delay Equations: Part I: Modeling and Approximations (2012) (2)
- On the numerical solution of degenerate linear and nonlinear elliptic boundary value problems. (1968) (2)
- Analysis of controlled multiplexing systems via stochastic control theory (1994) (1)
- Weak Convergence for Unconstrained Systems (1978) (1)
- Stochastic Control Problems in Mobile Communications (2002) (1)
- Discrete approximations for stochastic control problems with control acting continuously and impulsively (1976) (1)
- Filtering and control for wide bandwidth noise and ‘nearly’ linear systems (1988) (1)
- Numerical Methods for Non-Zero-Sum Stochastic Differential Games: Convergence of the Markov Chain Approximation Method (2008) (1)
- Construction of the Approximating Markov Chain (2001) (1)
- Convergence of stochastic approximations with state dependent noise under weak conditions (1982) (1)
- Adaptive optimization of tracking algorithms: applications to adaptive antenna arrays for randomly-varying mobile communications (2003) (1)
- Functional Occupation Measures and Ergodic Cost Problems for Singularly Perturbed Stochastic Systems (1989) (1)
- Invariance theorems of stochastic stability, and application to identification and adaptation for linear systems (1972) (1)
- A numerical method for reflected diffusions: Control of the reflection directions and applications (1996) (1)
- Almost optimal controls for wideband noise driven systems (1988) (1)
- Admission control for combined guaranteed performance and best effort sessions under heavy traffic (1998) (1)
- Stability of Single Class Queueing Networks (2005) (1)
- Introduction: Models and Applications (2001) (1)
- Stability and control of mobile communication systems with time-varying channels (2002) (1)
- Direct averaging and perturbed test function methods for weak convergence (1986) (1)
- Stochastic approximation: rate of convergence for constrained problems, and applications to Lagrangian algorithms (1999) (1)
- Numerical Methods and Approximation and Modelling Problems in Stochastic Control Theory. (1979) (1)
- Numerical Approximations for Optimal Controls for Stochastic Systems With Delays (2006) (1)
- Weak Convergence Methods for General Algorithms (1997) (1)
- Convergence with Probability One: Martingale Difference Noise (1997) (1)
- The Markov Chain Approximation Method: Introduction (2001) (1)
- A numerical method for stochastic singular control problems with nonadditive controls (1992) (1)
- Numerical Algorithms and Data for Optimal Controls for Nonlinear Stochastic Systems With Delays (2009) (1)
- General convergence results for constrained and unconstrained stochastic approximations (1976) (1)
- Approximations of large trunk line systems under heavy traffic (1994) (1)
- Weak Convergence and Properties of Adaptive Asymptotic F ilters w ith 177 Constant Gains (1998) (0)
- On the minimum a priori information necessary to construct adaptive filters for stationary time series (1963) (0)
- Controlled Singularly Perturbed Systems (1990) (0)
- The Viscosity Solution Approach to Proving Convergence of Numerical Schemes (2001) (0)
- Numerical Methods for Control of Large Complex Nonlinear Manufacturing Systems (1997) (0)
- Examples and Introduction (2008) (0)
- Functional Occupation Measures and Average Cost per Unit Time Problems (1990) (0)
- Controlled Stochastic Differential Equations (1990) (0)
- Weak Convergence: Introduction (1997) (0)
- Some non-linear filtering problems with 'wide bandwidth' observation noise (1984) (0)
- The Ergodic Cost Problem: Formulation and Algorithms (2001) (0)
- Heavy Traffic and Singular Control Problems: Examples and Markov Chain Approximations (2001) (0)
- The Ergodic Cost Problem (2008) (0)
- Explosion Time of Second-Order Ito Processes (2003) (0)
- Martingales and Weak Convergence (2001) (0)
- EXTENSIONS OF PROPORTIONAL-FAIR SHARING ALGORITHMS FOR MULTI-ACCESS CONTROL OF MOBILE COMMUNICATIONS : CONSTRAINTS , FINITE QUEUES AND BURSTY DATA PROCESSES (2004) (0)
- Controlled Variance and Jumps (2001) (0)
- Invariant Measures and the Ergodic Problem (2001) (0)
- Weak Convergence and the Characterization of Processes (2001) (0)
- Applications: Proofs of Convergence (1997) (0)
- Markov Chain Approximations: Path and Control Delayed. (2008) (0)
- Rate of Convergence (1997) (0)
- OF DIFFUSIONS AND CONDITIONAL DIFFUSIONS (1975) (0)
- Approximations to and local properties of diffusions with discontinuous controls (1974) (0)
- Problems from the Calculus of Variations (1992) (0)
- A "Time-domain" successive approximation method for some linear optimal stochastic systems (1964) (0)
- Weak Convergence and Martingales (2008) (0)
- Weak Convergence: The Perturbed Test Function Method (1990) (0)
- Path and Control Delayed: Continued (2008) (0)
- Stochastic Differential Equations (I. I. Gihman and A. V. Skorohod) (1974) (0)
- An averaging method for the analysis of adaptive systems with small adjustment rate (1981) (0)
- Control Problems in Telecommunications: The Heavy Traffic Approach (2001) (0)
- Applications in Signal Processing and Adaptive Control (1997) (0)
- Convergence for Reflecting Boundaries, Singular Control and Ergodic Cost Problems (2001) (0)
- The Single-Processor Problem (2001) (0)
- A Wave Equation Approach (2008) (0)
- Averaging of the Iterates (1997) (0)
- Computational Methods for Controlled Markov Chains (2001) (0)
- Markov Chain Approximations: Introduction (2008) (0)
- On proving W.P.I. convergence for stochastic approximation algorithm via large deviations (1987) (0)
- Weak Convergence of Probability Measures (1978) (0)
- Problems from the Calculus of Variations: Finite Time Horizon (2001) (0)
- Convergence w.p.1 for Unconstrained Systems (1978) (0)
- Approximation and robustness of estimates of escape times for systems with small noise effects (1983) (0)
- Admissible controls, modeling, and optimization for a new class of nonlinear stochastic delay systems (2011) (0)
- Stochastic Control and Numerical Methods with Applications to Communications. Game Theoretic/Subsolution to Importance Sampling for Rare Event Simulation (2008) (0)
- Finite Difference Methods for the Weak Solutions of the Kolmogorov Equations for the Density of Diffusions and Conditional Diffusions (1975) (0)
- Adaptively Optimizing the Algorithms for Adaptive Antenna Arrays for Randomly Time-Varying Mobile Communications Systems (2002) (0)
- Uncontrolled Networks, Continued (2001) (0)
- Optimal assignment of jobs to processors under heavy traffic: bursty arrivals and requirements (1999) (0)
- Control of Polling in Presen e of Va ations inHeavy TraÆ with Appli ations to Satellite andMobile Radio (1999) (0)
- Approximating Multiple Itô Integrals with “Wide-Band Width” Processes, and Application to Filtering Theory (1984) (0)
- Review of Stochastic Approximation Algorithms and Applica (1999) (0)
- Controlled Nonlinear Stochastic Delay Equations: Part II: Approximations and Pipe-Flow Representations (2012) (0)
- Approximation of Processes and Applications to Control and Communication Theory (1981) (0)
- Analysis of a Phase-Locked Loop and a General Feedback System with a Limiter. (1979) (0)
- Versatile Methods for the Sequential Monte Carlo Optimization of Unconstrained Stochastic Systems. (1972) (0)
- Polling and Control of Polling (2001) (0)
- Weak convergence and approximations for partial differential equations with random process coefficients (1986) (0)
- Heavy Traffic and Optimal Control Methods for a Communications System (1999) (0)
- Singular perturbations for stochastic control (1989) (0)
- Book announcements [Bookshelf] (2010) (0)
- Probabilistic convergence of approximations for partial differential equations (1971) (0)
- Singularly Perturbed Wide-Band Noise Driven Systems (1990) (0)
- Review of 'Stochastic Systems and State Estimation' (McGarty, T. P.; 1974) (1976) (0)
- Stability of Stochastic Networks (1999) (0)
- Convergence with Probability One: Correlated Noise (1997) (0)
- Approximate invariant measures for the asymptotic distributions of differential equations with wide band noise inputs (1982) (0)
- Stochastic Processes: Background (1990) (0)
- 2005 Index Ieee Transactions on Automatic Control Vol. 50 (0)
- Controlled Markov Chains (2018) (0)
- EMMMhhhMhmmhlE EOEONhEhhE (0)
- .APPROSISUTION .WD ROBUSTNESS OF ESTIXATES OF ESC.APE TI?ES FOR SYSTEbiS WITH S?.IALL SOISE EFFECTS (1983) (0)
- Stochastic Systems and Nonlinear Filtering (1997) (0)
- Stochastic Control and Nonlinear Estimation (1994) (0)
- Stochastic Approximation and Large Deviations: General Results for W.p.l. Convergence, (1987) (0)
- Stochastic Delay Equations: Models (2008) (0)
- Control of mobile communications with randomly-varying channels via stability methods (2003) (0)
- Computational Methods for Stochastic Networks (2012) (0)
- Approximations to the Dynamical Models (2008) (0)
- Finite Time Problems and Nonlinear Filtering (2001) (0)
- Stochastic Differential Equations: Controlled and Uncontrolled (2001) (0)
- Review of Continuous Time Models (2001) (0)
- Introduction: Applications and Issues (1997) (0)
- Distributed/Decentralized and Asynchronous Algorithms (1997) (0)
- Stochastic approximation: rate of convergence for constrained algorithms; asynchronous algorithms and analysis of a competitive resource sharing problem (2000) (0)
- I, II Convergence and Rate of Convergence Theorems for Constrained and Unconstrained Stochastic Approximation, via Weak Convergence Methods. III Numerical Studies for Constrained Stochastic Approximation Problems, (1976) (0)
- Convergence of the discretization equations which arise in stochastic control (1971) (0)
- Controlled Nonlinear Stochastic Delay Equations: Part I: Modeling and Approximations (2012) (0)
- Approximation of large deviations estimates and escape times and applications to systems with small noise effects (1982) (0)
- AFOSR Interim Scientific Report, Grant AFOSR-81-0116. (1984) (0)
- Stability of Stochastic Dynamical Systems1 1This research was supported in part by the National Aeronautics and Space Administration under Grant NGR-40-002-015, and in part by the United States Air Force through the Office of Scientific Research under Grant AF-AFOSR-693-64. (1966) (0)
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