Stuart Dreyfus
#7,003
Most Influential Person Now
American industrial engineer
Stuart Dreyfus's AcademicInfluence.com Rankings
Stuart Dreyfusengineering Degrees
Engineering
#771
World Rank
#1218
Historical Rank
Industrial Engineering
#1
World Rank
#2
Historical Rank
Applied Physics
#407
World Rank
#423
Historical Rank
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Engineering
Stuart Dreyfus's Degrees
- PhD Operations Research University of California, Berkeley
- Masters Operations Research University of California, Berkeley
- Bachelors Industrial Engineering University of California, Berkeley
Why Is Stuart Dreyfus Influential?
(Suggest an Edit or Addition)According to Wikipedia, A native of Terre Haute, Indiana, Stuart E. Dreyfus is professor emeritus at University of California, Berkeley in the Industrial Engineering and Operations Research Department. While at the Rand Corporation he was a programmer of the JOHNNIAC computer. While at Rand he coauthored Applied Dynamic Programming with Richard Bellman. Following that work, he was encouraged to pursue a Ph.D. which he completed in applied mathematics at Harvard University in 1964, on the calculus of variations. In 1962, Dreyfus simplified the Dynamic Programming-based derivation of backpropagation using only the chain rule. He also coauthored Mind Over Machine with his brother Hubert Dreyfus in 1986.
Stuart Dreyfus'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
- Mind over Machine: The Power of Human Intuition and Expertise in the Era of the Computer (1988) (3678)
- Applied Dynamic Programming (1965) (1878)
- Thermodynamical Approach to the Traveling Salesman Problem : An Efficient Simulation Algorithm (2004) (1585)
- A Five-Stage Model of the Mental Activities Involved in Directed Skill Acquisition (1980) (1346)
- An Appraisal of Some Shortest-Path Algorithms (1969) (1049)
- The Five-Stage Model of Adult Skill Acquisition (2004) (922)
- The steiner problem in graphs (1971) (721)
- Lifetime Portfolio Selection under Uncertainty: the Continuous-time Case (2006) (557)
- Peripheral Vision (2005) (471)
- The art and theory of dynamic programming (1977) (398)
- OPTIMAL PROGRAMMING PROBLEMS WITH INEQUALITY CONSTRAINTS (1963) (320)
- Dynamic Programming and the Calculus of Variations (1960) (260)
- FUNCTIONAL APPROXIMATIONS AND DYNAMIC PROGRAMMING (1959) (181)
- Richard Bellman on the Birth of Dynamic Programming (2002) (140)
- The challenge of Merleau-Ponty's phenomenology of embodiment for cognitive science (1999) (134)
- Dynamic Programming and the Reliability of Multicomponent Devices (1958) (134)
- The Ethical Implications of the Five-Stage Skill-Acquisition Model (2004) (134)
- Towards a phenomenology of ethical expertise (1991) (131)
- FORMAL MODELS VS. HUMAN SITUATIONAL UNDERSTANDING: INHERENT LIMITATIONS ON THE MODELING OF BUSINESS EXPERTISE (1982) (131)
- From Socrates to Expert Systems: The Limits of Calculative Rationality (1986) (126)
- Artificial neural networks, back propagation, and the Kelley-Bryson gradient procedure (1990) (119)
- Some Types of Optimal Control of Stochastic Systems (1964) (109)
- Making a mind versus modeling the brain: aritifical intelligence back at a branchpoint (1989) (108)
- The numerical solution of variational problems (1962) (107)
- Why computers may never think like people (1989) (96)
- Making a Mind Versus Modelling the Brain: Artificial Intelligence Back at the Branchpoint (1991) (80)
- A Customized Neural Network for Sensor Fusion in On-Line Monitoring of Cutting Tool Wear (1995) (63)
- Why Expert Systems Do Not Exhibit Expertise (1986) (59)
- Putting Computers in Their Proper Place: Analysis versus Intuition in the Classroom (1984) (53)
- A Generalized Equipment Replacement Study (1960) (49)
- On complexity analysis of supervised MLP-learning for algorithmic comparisons (2001) (47)
- Expert Systems: How Far Can They Go? (1985) (46)
- The computational solution of optimal control problems with time lag (1973) (45)
- On derivation of MLP backpropagation from the Kelley-Bryson optimal-control gradient formula and its application (2000) (42)
- Making a Mind Versus Modelling the Brain (1990) (42)
- An Analytic Solution of the Warehouse Problem (1957) (40)
- From Socrates to expert systems (1984) (37)
- VARIATIONAL PROBLEMS WITH STATE VARIABLE INEQUALITY CONSTRAINTS (1962) (36)
- The Scope, Limits, and Training Implications of Three Models of Aircraft Pilot Emergency Response Behavior (1979) (35)
- Variational problems with inequality constraints (1962) (34)
- Second-order stagewise backpropagation for Hessian-matrix analyses and investigation of negative curvature (2008) (32)
- What artificial experts can and cannot do (1992) (30)
- Computational Aspects of Dynamic Programming (1957) (25)
- How to stop worrying about the frame problem even though it's computationally insoluble (1987) (25)
- The equivalence of some necessary conditions for optimal control in problems with bounded state variables (1965) (23)
- VSC Coordinated Control of Two Manipulator Arms in the Presence of Environmental Constraints (1992) (22)
- An analysis on negative curvature induced by singularity in multi-layer neural-network learning (2010) (17)
- The Psychic Boom: Flying Beyond the Thought Barrier. (1979) (16)
- Putting Computers in Their Place (1980) (15)
- A Note on an Industrial Replacement Process (1957) (15)
- Competent systems: The only future for inference-making computers (1986) (15)
- Stagewise Newton, differential dynamic programming, and neighboring optimum control for neural-network learning (2005) (14)
- Perspectives on optimization : a collection of expository articles (1972) (14)
- Totally model-free reinforcement learning by actor-critic Elman networks in non-Markovian domains (1998) (13)
- Two stochastic dynamic programming problems by model-free actor-critic recurrent-network learning in non-Markovian settings (2004) (13)
- Second-order backpropagation algorithms for a stagewise-partitioned separable Hessian matrix (2005) (13)
- System 0: The overlooked explanation of expert intuition. (2014) (13)
- Control problems with linear dynamics, quadratic criterion, and linear terminal constraints (1967) (13)
- Totally Model-Free Learned Skillful Coping (2004) (12)
- MLP's hidden-node saturations and insensitivity to initial weights in two classification benchmark problems: parity and two-spirals (2002) (12)
- Learning input feature selection for sensor fusion in tool wear monitoring (1992) (11)
- Richard Ernest Bellman (2003) (11)
- Towards a reconciliation of phenomenology and AI (1990) (10)
- On a Tactical Air-Warfare Model of Mengel (1958) (9)
- On derivation of stagewise second-order backpropagation by invariant imbedding for multi-stage neural-network learning (2006) (8)
- APPLICATION OF DYNAMIC PROGRAMMING TO THE AIRPLANE MINIMUM-TO-CLIMB PROBLEM, (1957) (8)
- The risks! and benefits? of risk-benefit analysis (1984) (7)
- Frictionless forecasting is a fiction (1993) (7)
- Making a Mind Versus Modeling the (2016) (7)
- Totally model-free actor-critic recurrent neural-network reinforcement learning in non-Markovian domains (2017) (7)
- On the Computational Solution of Dynamic-Programming Processes-XIV (1959) (7)
- A Comparison of Linear Programming and Dynamic Programming (1956) (6)
- Making a Mind vs. Modeling the Brain: AI Back at a Branchpoint (1995) (6)
- An optimal linear feedback guidance scheme (1964) (6)
- An application of dynamic programming to the determination of optimal satellite trajectories. (1959) (6)
- On the proper treatment of Smolensky (1988) (6)
- Inadequacies in the decision analysis model of rationality (1978) (5)
- What is Moral Maturity (2014) (5)
- On using discretized Cohen-Grossberg node dynamics for model-free actor-critic neural learning in non-Markovian domains (2003) (5)
- A Modern Perspective on Creative Cognition (2009) (5)
- A general dynamic programming solution of discrete-time linear optimal control problems (1973) (4)
- Book Review: Cognitive Work Analysis. Toward Safe, Productive and Healthy Computer-Based Work (2000) (4)
- The Main Results of Optimal Control Theory Made Simple (1972) (3)
- A Neural Network Approach to Feature Extraction in Sensor Signal Processing for Manufacturing Automation (1994) (3)
- On using dynamic programming for time warping in pattern recognition (2021) (2)
- Dynamic programming and the Hamilton-Jacobi method of classical mechanics (1968) (2)
- On practical use of stagewise second-order backpropagation for multi-stage neural-network learning (2007) (2)
- ON THE COMPUTATIONAL SOLUTION OF DYNAMIC-PROGRAMMING PROCESSES. I. ON A TACTICAL AIR-WARFARE MODEL ON MENGEL (1957) (2)
- The Perceptual Noema (2014) (2)
- CHAPTER I. One-dimensional Allocation Processes (1962) (2)
- A NEW APPROACH TO THE DUALITY THEORY OF MATHEMATICAL PROGRAMMING (1961) (2)
- Making a mind versus modeling the brain: AI at a crossroads (1988) (1)
- A computational successive improvement scheme for adaptive optimal control processes (1972) (1)
- Introduction to the 2010 Edition (2021) (1)
- A bottleneck situation involving interdependent industries (1958) (1)
- On dynamic programming-like recursive gradient formula for alleviating MLP hidden-node saturation in (2000) (1)
- Neuroscience and operations research: a two-way street (2019) (1)
- Applications of dynamic programming to space guidance, satellites and trajectories (1961) (1)
- CHAPTER IV. DYNAMIC PROGRAMMING AND THE CALCULUS OF VARIATIONS (1961) (1)
- Expert Human Beings, Competent Systems, and Competent Neural Networks (1989) (1)
- CHAPTER III. One-dimensional Smoothing and Scheduling Processes (1962) (0)
- On the formulation of dynamic-programming problems--I. (1957) (0)
- CHAPTER IV. Optimal Search Techniques (1962) (0)
- Thinking slow about thinking fast (2013) (0)
- MATHEMATICAL MODELING AND LONG RANGE PLANNING (1984) (0)
- On the computational solution of dynamic-programming processes--IX: a multistage logistic-procurement model. (1957) (0)
- ON THE COMPUTATIONAL SOLUTION OF DYNAMIC-PROGRAMMING PROCESSES-I ON A TACTICAL AIR-WARPARE MODEL OP MENGEL By Richard Bellman (2016) (0)
- On the computational solution of dynamic-programming processes--X: the flyaway-kit problem. (1957) (0)
- CHAPTER XII. Numerical Analysis (1962) (0)
- Computational Solutions of Dynamic-Programming Processes — VI : On the Optimal-Trajectory Problem (1957) (0)
- Markov Renewal and Linear Control Processes. (1971) (0)
- CHAPTER XI. Markovian Decision Processes (1961) (0)
- Intuition versus computer-type rationality (1990) (0)
- Book Review (2009) (0)
- CHAPTER VII. Multistage Production Processes Utilizing Complexes of Industries (1962) (0)
- CHAPTER VI. Optimal Trajectories (1962) (0)
- Totally model-free actor-critic recurrent neural-network reinforcement learning in non-Markovian domains (2016) (0)
- The Art And Theory Of Dynamic Programming Mathematics In Science Engineering By Stuart E Dreyfus (2021) (0)
- A New Look at Bellman ' s Principle of Optimality (0)
- Some Applications of Polynomial Approximation to Dynamic Programming (1963) (0)
- CHAPTER VIII. Feedback Control Processes (1962) (0)
- Appendix III. A Computational Technique Based on Successive Approximations in Policy Space (1962) (0)
- A Dynamic Programming Approach to the Maximum Principle of Distributed-Parameter Systems I (0)
- The algorithm under consideration is based on a program compiled in the FORTRAN algorithmic language. The program is Intended for use by the planning and materials flow control services of engineering enterprises. (1982) (0)
- Book reviews (1971) (0)
- Stage-lookahead dynamic programming algorithms for stochastic problems with time-lagged control dynamics (2009) (0)
- Psychology, Philosophy, and Artificial Neural Nets (1988) (0)
- Optimal Feedback Control Policies for Stochastic , Distributed-Parameter Systems (0)
- CHAPTER IX. Computational Results for Feedback Control Processes (1962) (0)
- Appendix V. The RAND Johnniac Computer (1962) (0)
- Second-orderbackpropagation algorithms fora stagewise-partit ioned separableHessianmatrix (2005) (0)
- Computational Solutions of Dynamic-Programming Processes — VI (1957) (0)
- Formal versus Situational Models of Expert Decision-Making. (1981) (0)
- The Fadeogram, A Sonogram-Like Display of the Time-Varying Frequency Response of HF-SSB Radio Channels (1978) (0)
- A New Algorithm for Solving Certain Variational Problems 1 , 2 (0)
- On the computational solution of dynamic programming processes--VIII: a bottleneck situation involving interdependent industries. (1957) (0)
- A More General Solution of Deterministic Optimal Control Problems with Linear Dynamics and Quadratic Criterion. (1971) (0)
- A dynamic programming approach to the nonparametric problem in the calculus of variations (1964) (0)
- Corrigendum to: "Second-order stagewise backpropagation for Hessian-matrix analyses and investigation of negative curvature" [Neural Netw. 21(2-3) (2008) 193-203] (2008) (0)
- CHAPTER X. Linear Equations and Quadratic Criteria (1962) (0)
- CHAPTER II. Multidimensional Allocation Processes (1962) (0)
- On the computational solution of dynamic-programming processes--VII: radar nets. (1958) (0)
- Dynamic programming algorithms and formulations (1958) (0)
- On the computational solution of dynamic-programming processes--II: on a cargo-loading problem. (1956) (0)
- Experts are `out of their mind' (1989) (0)
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