Yu-Chi Ho | Academic Influence

Yu-Chi Ho's AcademicInfluence.com Rankings

Yu-Chi Ho

Mathematics

#1026

World Rank

#1761

Historical Rank

Control Theory

#5

World Rank

#6

Historical Rank

Applied Mathematics

#38

World Rank

#44

Historical Rank

Measure Theory

#492

World Rank

#698

Historical Rank

mathematics Degrees

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Mathematics

Yu-Chi Ho's Degrees

PhD Electrical Engineering and Computer Sciences University of California, Berkeley
Masters Electrical Engineering and Computer Sciences University of California, Berkeley
Bachelors Electrical Engineering National Taiwan University

Why Is Yu-Chi Ho Influential?

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According to Wikipedia, Yu-Chi "Larry" Ho is a Chinese-American mathematician, control theorist, and a professor at the School of Engineering and Applied Sciences, Harvard University. He is the co-author of Applied Optimal Control, and an influential researcher in differential games, pattern recognition, and discrete event dynamic systems.

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Yu-Chi Ho'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

Applied Optimal Control: Optimization, Estimation, and Control (1979) (3072)
Gradient Estimation Via Perturbation Analysis (1990) (666)
A Bayesian approach to problems in stochastic estimation and control (1964) (615)
Team decision theory and information structures in optimal control problems--Part II (1972) (580)
Perturbation analysis of discrete event dynamic systems (1991) (561)
Differential games and optimal pursuit-evasion strategies (1965) (425)
Ordinal optimization of DEDS (1992) (415)
A gradient technique for general buffer storage design in a production line (1979) (268)
Team decision theory and information structures in optimal control problems: Part II (1971) (246)
Mathematical optimization and economic theory (1972) (246)
Team decision theory and information structures (1980) (246)
Performance evaluation and perturbation analysis of discrete event dynamic systems (1987) (224)
Ordinal Optimization: Soft Optimization for Hard Problems (2007) (215)
Smoothed (conditional) perturbation analysis of discrete event dynamical systems (1987) (195)
An Algorithm for Linear Inequalities and its Applications (1965) (180)
A control-theoretic view on incentives (1980) (174)
Infinitesimal and finite perturbation analysis for queueing networks (1982) (169)
Stochastic comparison algorithm for discrete optimization with estimation (1992) (161)
A new approach to the analysis of discrete event dynamic systems (1983) (136)
Differential games, dynamic optimization, and generalized control theory (1970) (128)
Discrete event dynamic systems : analyzing complexity and performance in the modern world (1992) (126)
An Ordinal Optimization-Based Bidding Strategy for Electric Power Suppliers in the Daily Energy Market (2001) (124)
Integrating optimization and simulation: research and practice (2000) (113)
Models of discrete event dynamic systems (1990) (105)
Informational properties of the Nash solutions of two stochastic nonzero-sum games (1974) (104)
An Explanation of Ordinal Optimization: Soft Computing for hard Problems (1999) (103)
Information structure, Stackelberg games, and incentive controllability (1981) (102)
Simple Explanation of the No Free Lunch Theorem of Optimization (2001) (100)
Gaming and Price Spikes in Electric Power Markets (2001) (100)
Extensions of infinitesimal perturbation analysis (1988) (95)
Introduction to special issue on dynamics of discrete event systems (1989) (91)
The Decentralized Wald Problem (1987) (86)
Correction to "Team decision theory and information structures in optimal control problems," Parts I and II (1972) (86)
A New Approach to Determine Parameter Sensitivities of Transfer Lines (1983) (84)
Load adaptive pricing: An emerging tool for electric utilities (1981) (83)
Explanation of goal softening in ordinal optimization (1999) (81)
On a class of linear stochastic differential games (1968) (76)
Heuristics, rules of thumb, and the 80/20 proposition (1994) (75)
A Class of Center-Free Resource Allocation Algorithms 1 (1980) (72)
Ordinal optimisation and simulation (2000) (68)
On the stochastic approximation method and optimal filtering theory (1963) (66)
A methodology for interpreting tree queries into optimal semi-join expressions (1980) (64)
The Witsenhausen counterexample: a hierarchical search approach for nonconvex optimization problems (2001) (61)
Decentralized stabilization via game theoretic methods (1976) (61)
An ordinal optimization theory-based algorithm for solving the optimal power flow problem with discrete control variables (2004) (58)
Optimizing Chain Queries in a Distributed Database System (1984) (56)
A Class of Iterative Procedures for Linear Inequalities (1966) (56)
An ordinal optimization approach to optimal control problems (1999) (54)
Identification of Linear Dynamic Systems (1964) (53)
On pattern classification algorithms--Introduction and survey (1968) (53)
Directions in Large-Scale Systems (1976) (52)
Optimization of large multiclass (non-product. form queueing networks using perturbation analysis (1984) (51)
Detection of Changes in the Characteristics of a Gauss-Markov Process (1968) (51)
On pattern classification algorithms introduction and survey (1968) (48)
Ordinal optimization approach to rare event probability problems (1995) (47)
On the equivalence of information structures in static and dynamic teams (1973) (46)
Vulnerability assessment and allocation of protection resources in power systems (2001) (45)
Optimal investment policy: An example of a control problem in economic theory (1967) (44)
Vector Ordinal Optimization (2005) (44)
Informational Properties of the Nash Solutions of Two Stochastic Nonzero-Sum Games* (2003) (42)
The no free lunch theorems: complexity and security (2003) (41)
Performance sensitivity to routing changes in queuing networks and flexible manufacturing systems using perturbation analysis (1985) (40)
Universal Alignment Probability Revisited (2002) (38)
Constraint ordinal optimization (2002) (38)
Effect of correlated estimation errors in ordinal optimization (1992) (36)
Using perturbation analysis for gradient estimation, averaging and updating in a stochastic approximation algorithm (1988) (36)
On the numerical solutions of stochastic optimization problem (1997) (35)
Structural infinitesimal perturbation analysis (SIPA) for derivative estimation of discrete-event dynamic systems (1995) (35)
On centralized optimal control (2005) (34)
Perturbation analysis: concepts and algorithms (1992) (34)
Linear stochastic singular control problems (1972) (33)
The problem of large search space in stochastic optimization (1994) (33)
Ordinal Optimization: Soft Computing for Hard Problems (International Series on Discrete Event Dynamic Systems) (2007) (32)
Overview of ordinal optimization (1994) (31)
A survey of the perturbation analysis of discrete event dynamic systems (1985) (31)
Value of information in zero-sum games (1976) (31)
An approach to the identification and control of linear dynamic systems with unknown parameters (1963) (31)
On the efficient generation of discrete event sample paths under different system parameter values (1988) (30)
Recursive estimation in the presence of uniformly distributed measurement noise (1981) (30)
Efficient Parametric Analysis of Performance Measures for Communication Networks (1990) (30)
An approximation approach of the standard clock method for general discrete-event simulation (1995) (30)
Optimizing discrete event dynamic systems via the gradient surface method (1991) (29)
Randomization and super-heuristics in choosing sensor sets for target tracking applications (1999) (29)
On incentive problems (1983) (29)
A Successive Approximation Technique for Optimal Control Systems Subject to Input Saturation (1962) (28)
On computing optimal control with inequality constaints (1963) (28)
Machine learning approach for determining feasible plans of a remanufacturing system (2005) (27)
Optimal Terminal Maneuver and Evasion Strategy (1966) (27)
The no free lunch theorem and the human-machine interface (1999) (26)
Sensitivity analysis and optimization of throughput in a production line with blocking (1987) (26)
An infinitesimal perturbation analysis algorithm for a multiclass G/G/1 queue (1990) (25)
Parallel simulation of real-time systems via the Standard Clock approach (1993) (25)
Comparison of selection rules for ordinal optimization (2006) (24)
An event domain formalism for sample path perturbation analysis of discrete event dynamic systems (1985) (24)
On the Linear-Quadratic , Closed-Loop , No-Memory Nash Game (2004) (23)
Introduction to random processes (2018) (23)
Perturbation analysis explained (1987) (21)
Estimating the sojourn time sensitivity in queueing networks using perturbation analysis (1987) (21)
Stochastic Stackelberg games: Nonnested multistage multiagent incentive problems (1983) (21)
Constrained Ordinal Optimization—A Feasibility Model Based Approach (2006) (21)
Neuro-fuzzy And Soft Computing - A Computational Approach To Learning And Machine Intelligence [Book Reviews] (1998) (20)
The Method of Least Squares and Optimal Filtering Theory (1962) (20)
Directions in large-scale systems : many-person optimization, and decentralized control : [proceedings] (1975) (18)
Incentive problems: A class of stochastic Stackelberg closed-loop dynamic games* (1981) (18)
Generalized Sensitivity Analysis (1991) (18)
ON THE CONSTRUCTION OF LYAPUNOV FUNCTIONS FOR NONLINEAR SYSTEMS (1960) (18)
Percentage Coverage Configuration in Wireless Sensor Networks (2005) (18)
Value of information in the Polya urn process (2002) (17)
On the minimax principle and zero-sum stochastic differential games (1974) (16)
On the perturbation analysis of discrete-event dynamic systems (1985) (15)
Review of the Witsenhausen problem (2008) (15)
Design of a randomly distributed sensor network for target detection (2007) (15)
Perturbation analysis of sojourn time in queueing networks (1983) (15)
SPRiNG: synchronized random numbers for wireless security (2003) (14)
Introduction to Discrete Event Dynamic Systems (1991) (14)
Ordering scheduling problem in manufacturing systems (1988) (14)
Solution Space Approach to Optimal Control Problems (1961) (14)
Performance gradient estimation for the very large finite Markov chains (1991) (14)
Iterative ordinal optimization and its applications (1997) (13)
A new approach to aerial combat games (1970) (13)
On the minimax principle and zero sum stochastic differential games (1972) (13)
A Tale of Four Information Structures (1975) (12)
ON THE ABSTRACTION PROBLEM IN PATTERN CLASSIFICATION. (1965) (12)
Optimization-Based Bidding Strategies for Deregulated Electric Power Markets (2002) (12)
Resource management for large systems: Concepts, algorithms, and an application (1980) (11)
Computing co-state variables for discrete event systems (1980) (11)
A New Paradigm for Stochastic Optimization and Parallel Simulation (1995) (11)
Team Decision Theory and Information Structure (11)
SUPER‐HEURISTICS AND THEIR APPLICATIONS TO COMBINATORIAL PROBLEMS (1999) (11)
Perturbation analysis methods for discrete event dynamical systems and simulations (1984) (11)
Cell design strategies for efficient material handling (1994) (11)
Complete coverage and point coverage in randomly distributed sensor networks (2009) (10)
Comment on a paper by J. Medanic and M. Andjelic (1972) (10)
A computational technique for optimal control problems with state variable constraint (1962) (10)
A selected and annotated bibliography on perturbation analysis (1988) (9)
Production scheduling for apparel manufacturing systems (2000) (9)
Ordinal Optimization and Quantification of Heuristic Designs (2009) (9)
RANDOM APPROXIMATED GREEDY SEARCH FOR FEATURE SUBSET SELECTION (2004) (9)
An incentive-compatible modification of the heal algorithm† (1983) (9)
Gaming and price spikes in electric power markets (2001) (9)
An Optimal Unemployment Rate (1967) (9)
Order scheduling problem in manufacturing systems (1987) (9)
On the self-learning scheme of Nagy and Shelton (1967) (9)
Functional Estimation with Respect to a Threshold Parametervia Dynamic Split-and-Merge (1997) (8)
Perturbation analysis for control and optimization of queueing systems: an overview and the state of the art (1998) (8)
What constitutes a controllable system (1962) (8)
Incentive problems: A class of stochastic stackelberg closed-loop dynamic games (1981) (8)
Information Coverage Configuration with Energy Preservation in Large Scale Wireless Sensor Networks (2006) (8)
Modification of adaptive partitioned random search (1995) (8)
On a theoretical pattern recognition model of Ho and Agrawala (1968) (7)
At the gates of the millennium are we in control? (2000) (7)
Statistical Analysis of Transistor-Resistor Logic Networks (1960) (6)
Credibility in stackelberg games (1984) (6)
Equivalent network, load dependent servers, and perturbation analysis—an experimental study (1986) (6)
Granular optimization: An approach to function optimization (2000) (6)
Aggregation Approximations for Sensitivity Analysis of Multi-Class Queueing Networks (1989) (6)
A minimal time intercept problem (1965) (6)
The Modelling And Control Of Discrete Event Dynamic Systems (1992) (6)
Impact of storage on load management by utilities (1980) (6)
Optimization and Analysis of Discrete Event Stochastic Systems with Application to Manufacturing Automation (1981) (5)
Probabilistic Forwarding (ProFor) for large scale sensor networks (2006) (5)
Toward generalized control theory (1969) (5)
A piecewise closed form algorithm for a family of minmax and vector criteria problems (1974) (5)
ON SOME FURTHER PROPERTIES OF NONZERO-SUM DIFFERENTIAL GAMES. (1968) (4)
Performance analysis of scheduling algorithms in a gigabit atm switch using ordinal optimization (1994) (4)
A Road Map for DEDS Research (1993) (4)
On fast retrieval of relational experiences (2017) (4)
On the interactions of incentive and information structures (1983) (4)
A method based on Kolmogorov complexity to improve the efficiency of strategy optimization with limited memory space (2006) (4)
A probabilistic solution-generator for simulation (2003) (4)
Improvements in the Likelihood Ratio Method for Steady-State Sensitivity Analysis and Simulation (1992) (4)
A conceptual framework for optimization and distributed intelligence (2004) (4)
Optimization problems for dynamic systems with path constraints (2018) (4)
Sample path and performance homogeneity of discrete event dynamic systems (1989) (4)
Adaptive design of feedback controllers for stochastic systems (1965) (3)
Field learning and production planning for semiconductor manufacturing systems (1994) (3)
On Incentives and their Applications to Production (1985) (3)
Alternative representation and perturbation analysis in a routing problem (1989) (3)
Vector Ordinal Optimization 1 (2004) (3)
Optimal Investment Policy (1969) (3)
Vector Ordinal Optimization 1 , 2 (2005) (3)
On derivative estimation of single-server queues via structural infinitesimal perturbation analysis (1995) (2)
Optimization of manufacturing system simulations using perturbation analysis and SENSE (1985) (2)
The Equivalence between Ordinal Optimization in Deterministic Complex Problems and in Stochastic Simulation Problems (2006) (2)
Perturbation Analysis of Discrete Event Dynamical Systems with Applications to Manufacturing (1984) (2)
An algorithm for resource management in large systems (1978) (2)
Note on the Linear Quadratic Gaussian, Zero-Sum Differential Game with Asymmetric Information Structures (1976) (2)
Incentives in Production, a Case Study in Modeling and Control of Socio-Economic Systems 1 (1987) (2)
Analyzing Complexity and Performance in a Man-made World: An Introduction to Discrete Event Dynamic Systems (1990) (2)
Ordinal Optimization Fundamentals (2007) (2)
A note on filtering in queueing networks and discrete event dynamic systems (1986) (2)
Control Theory, Applied Mathematics, and Engineering (1971) (2)
Aspects of the Stackelberg Problem — Incentive, Bluff, and Hierarchy 1 (1981) (2)
At the Gates of the Millennium: Are We in Control? (1999) (2)
A substructure approach to dynamic soil-structure interaction due to incident plane waves (1995) (2)
Optimization II - the rise of distributed intelligence (2004) (2)
Editorial: Basic research, manufacturing automation, and putting the cart before the horse (1987) (1)
Optimization — A Many Splendored Thing — (2000) (1)
Report of the Commentator Differential Games Session (1972) (1)
On Optimization of Query Processing Strategies. (1979) (1)
On the Minimax Principle andZero-Sum Stochastic Differential Games (1976) (1)
On the Saddle-Point Solution of a Class of Stochastic Differential Games 1 (2004) (1)
Foreword to the special issue (1993) (1)
A modest proposal for a new beginning: a Hippocratic Oath for S&T workers (2015) (1)
A Probabilistic Solution Generator of Good Enough Designs for Simulation (1999) (1)
Foreword to the Special Issue (1998) (1)
Vulnerability Assessment Tools for Complex Information Networks (2006) (1)
ON COMPUTING MINIMA BY THE PENALTY FUNCTION APPROACH (1961) (1)
A note on linear-quadratic pursuit-evasion differential games (1970) (1)
Linear systems with quadratic criteria: linear feedback (2018) (1)
Pertubation analysis—theoretical, experimental, and implementational aspects (1987) (1)
Market signaling: An example of a two-person decision problem with dynamic information structure (1978) (1)
A bound for a class of non-nested LQG team problems (1986) (1)
Incentive‐compatible allocation algorithm for non‐separable group payoffs (1984) (1)
Foreword to the differential games issue (1974) (1)
Numerical solution of optimal programming and control problems (2018) (1)
FINAL VALUE CONTROL PROBLEMS AND THE METHOD OF CONSTRAINED DESCENT (1961) (1)
A Markov Chain Game with Dynamic Information 1 (2004) (0)
Editorial (1991) (0)
Foreword to a special issue on networks (2011) (0)
A STUDY OF THE OPTIMAL CONTROL OF DYNAMIC SYSTEMS (1961) (0)
Foreword to the Learning, Optimization, and Decision Making in DEDS (2003) (0)
Geometric Methods for Nonlinear Optimal Control Problems (2004) (0)
Notes on Informational Properties of Games. (1973) (0)
Towards a New Paradigm for Optimization (2007) (0)
Comparison of Selection Rules (2007) (0)
Editorial (1996) (0)
NOTES ON DECISION, CONTROL, AND DYNAMICAL SYSTEMS. (1969) (0)
An informal paper on large-scale dynamic systems (1975) (0)
On sending one bit of information over an AGWN channel with noiseless feedback (1979) (0)
The origin of parliamentary sovereignty or "mixed" monarchy : being a study of the political implications of Calvinism and Bodinism, from the mid-sixteenth to the mid-seventeenth century, chiefly in France and England (0)
EXPERIMENTS WITH A PATTERN CLASSIFICATION TECHNIQUE. (1965) (0)
Finite Perturbation Analysis (1991) (0)
Editorial (1996) (0)
Closure to “Discussions of ‘A Successive Approximation Technique for Optimal Control Systems Subject to Input Saturation’” (1962, ASME J. Basic Eng., 84, p. 37) (1962) (0)
Informal Treatment of Infinitesimal Perturbation Analysis (1991) (0)
AN EXPONENTIALLY CONVERGENT AND FINITE ALGORITHM FOR LINEAR INEQUALITIES (1964) (0)
TM 12-I 4 : OO Hybrid Optimization-An Experimental Study (0)
Manufacturing Automation and Discrete Event Dynamic Systems (1987) (0)
Effect of Model Uncertainty on Some Optimal Routing Problems (0)
Nonzero-Sum Differential Games 1 (0)
Comment on the paper “Multi person decision analysis in large-scale hierarchical systems—team decision theory” (1976) (0)
On limits of performance analysis and what can we do about it? (1997) (0)
Informational Problems in Large Scale Systems. (1978) (0)
Editorial - Special issues, technical notes, and speculative papers (1992) (0)
Optimal feedback control (2018) (0)
Analysis and design of integration formulas for a random integrand (1968) (0)
Introduction to Chapters on Two-PersonDecision Problems under Uncertainty (1976) (0)
Dynamic team problems with subteam structure (1972) (0)
Foreword (2001) (0)
Editorial (2000) (0)
On the Lower Bound of Non-Nested LQG Team Problems (1985) (0)
Optimal filtering and prediction (2018) (0)
Learning, optimizing, and distributed decision making based on experience (2003) (0)
Progress in Control Engineering, Vol. I, R.H. Macmillan, T.J. Higgins, P. Naslin (Eds.). Academic Press, London (1962), 260 (1964) (0)
Time-domain compensation for closed-loop systems by a delay line method (1955) (0)
Discussion of "Gaming and price spikes in electric power markets" [and closure] (2002) (0)
A METHOD FOR THE IDENTIFICATION OF STATIONARY LINEAR SYSTEMS AND RANDOM SEQUENCES (1963) (0)
In Appreciation of Arthur E. Bryson Jr. (1990) (0)
Real World Application Examples (2007) (0)
XVIII On the Minimax Principle and Zero-Sum Stochastic Differential Games (0)
Modeling and Analysis of Information Attack in Computer Networks (2003) (0)
A New Approach for Stochastic OptimizationProblems 1 (2007) (0)
Parameter optimization problems (2018) (0)
TECHNICAL NOTE Informational Aspects of a Class of Subjective Games of Incomplete Information: Static Case' (2004) (0)
Alternative Representation and Perturl (1989) (0)
Optimization problems for dynamic systems (2018) (0)
Measurement Scheduling for Recursive Team Estimation 1 (0)
Optimization and Applications of Discrete Event and Hybrid Dynamic Systems (1998) (0)
Universal Alignment Probabilitiesand Subset Selection forOrdinal Optimization 1 (1997) (0)
FP7-2:30 A Control-Theoretic View on Incentives* (1980) (0)
Foundations of Perturbation Analysis (1991) (0)
Foreword to the Special Issue (1999) (0)
Optimum Design of Digital Control Systems, T. Tou Julius. Academic Press (1963), 186, $7.00 (1965) (0)
Optimal feedback control in the presence of uncertainty (2018) (0)
How can simulations be speeded up by orders of magnitude? (1997) (0)
Notes on Decision and Control (1972) (0)
On the Linear-Quadratic , Closed-Loop , No-Memory Nash Game (2004) (0)
Analysis of surface strains and velocities at the Pos Selim landslide (2013) (0)
RESOURCE MANAGEMENT IN AN AUTOMATED WAREHOUSE (1979) (0)
A COMPUTATIONAL PROCEDURE FOR OPTIMIZING INTERPLANETARY TRAJECTORIES (1962) (0)
ON IJMlTS OF PERFORMANCE hAL,YSIS AND WHAT CAN WE DO ABOUT lT? (1997) (0)
TP13 5:OO MODIFICATION OF ADAplTvE PARTITIONED RANDOM SEARCH (1995) (0)
Sample Path Analysis Of Discrete Event Dymanic Systems (Deds) (2011) (0)
Editorial (1992) (0)
Some concepts of probability (2018) (0)
OPTIMAL CONTROL OF A PRODUCTION LINE WITH ADJUSTABLE SERVICE RATES (1982) (0)
Effect of Model Uncertainty on Some Optimal Routing Problems (0)
Neighboring extremals and the second variation (2018) (0)
Notes on Decision and Controll III. (1974) (0)
A piecewise-closed form algorithm for a family of minmax and vector criteria problems (1975) (0)
Additional Extensions of the OO Methodology (2007) (0)
IEEE CASE 2007 − Plenary Lecture 2 (2007) (0)
Discrete Event Dynamic Systems Modelling and Optimization with Applications to C3I Problems. (1995) (0)
Risk Analysis of Extreme Rainfall Effects on the Shihmen Reservoir (2009) (0)
Optimal Terminal Maneuver and Evasion Strategy (1966) (0)
ZMEMORANDUM RM-3329-PR OCTOBER 1962 THE METHOD OF LEAST SQUARES AND OPTIMAL FILTERING THEORY (0)
Memory Limited Strategy Optimization (2007) (0)
Optimal smoothing and interpolation (2018) (0)
An Incentive Compatible Modification of the Heal Algorithm (1982) (0)
Introduction to Perturbation Analysis (1991) (0)
Introduction (1999) (0)
Performance versus Informativeness in Linear- Quadratic Gaussian Noncooperative Games 1 (0)
Perturbation Analysis: Theoretical, Experimental, and Implementation Aspects (1987) (0)
Singular solutions of optimization and control problems (2018) (0)
ORDINAL OPTIMIZATION AND SOFT COMPUTING (1997) (0)
ProgramID (2004) (0)
intheCharacteristics tionsbasedon thesystem output are notincorrect be- the Characteristiccause (1968) (0)
Economic and Environmental Analysis of 3D Printing Hybrid Production Mode (2017) (0)
ADAPTIVE STATE VECTOR CONTROL. SECTION 5- COMPUTATIONAL SOLUTION OF OPTIMAL CONTROL PROBLEMS (1962) (0)
Aggregation, Decomposition, and Equivalence (1991) (0)
Editorial (1993) (0)

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