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Number of items: 61.

Book

Thathachar, MAL and Sastry, PS (2004) Networks of Learning Automata: Techniques for Online Stochastic Optimization. Kluwer Academic Publishers, Boston.

Book Chapter

Thathachar, MAL and Sastry, PS (2001) Adaptive Stochastic Algorithms for Pattern Classiļ¬cation. [Book Chapter]

Conference Paper

Sundareshan, MK and Thathachar, MAL (2007) Average variation L2-stability criteria for time-varying feedback systems-A unified approach. In: 1973 IEEE Conference on Decision and Control including the 12th Symposium on Adaptive Processes, 5-7 Dec. 1973 .

Thathachar, MAL and Gajendran, F (2007) Convergence problems in a class of model reference adaptive control systems. In: 1977 IEEE Conference on Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications, Dec. 1977.

Thathachar, MAL and Arvind, MT (1997) Online Algorithms for Modeling Distributions using Examples. In: 1997 International Conference on Information Communications and Signal Processing, ICICS, 9-12 September, Singapore, Vol.3, 1315-1318.

Krishna, K and Ramakrishnan, KR and Thathachar, MAL (1997) Vector Quantization using Genetic K-Means Algorithm for Image Compression. In: 1997 International Conference on Information, Communications and Signal Processing. ICICS, 9-12 September, Singapore, Vol.3, 1585 -1587.

Santharam, G and Sastry, PS and Thathachar, MAL (1993) Continuous Action Learning Automata for Pattern Recognition. In: Presented at the Indo-US workshop on Distributed Signal and Image Integration Problems, Dec 16-18, 1993, Pune.

Phansalkar, VV and Thathachar, MAL (1992) Global Convergence of FeedForward Networks of Learning Automata. In: International Joint Conference on Neural Networks, 1992. IJCNN, 7-11 June, Baltimore,MD, Vol.3, 875 -880.

Thathachar, MAL and Phansalkar, VV (1991) A Feedforward Network of Learning Automata for Pattern Classification. In: 1991 IEEE International Joint Conference on Neural Networks, 18-21 November, Singapore, Vol.3, 2265-2270.

Thathachar, MAL and Sastry, PS (1991) Learning Automata in Stochastic Games with Incomplete Information. In: Indo-US Workshop on Systems and Signal Processing, 01-Jan-1988, Bangalore.

Phansalkar, VV and Sastry, PS and Thathachar, MAL (1990) An Optimization Approach to the Analysis of Generalized Learning Automata Algorithms. In: ACE '90 (XVI Annual Convention and Exhibition of the IEEE In India), 22-25 January, Bangalore,India, pp. 8-11.

Thathachar, MAL and Sastry, PS (1986) Estimator Algorithms for Learning Automata. In: Platinum Jubilee Conference on Systems and Signal Processing, Dec. 1986, Bangalore.

Thathachar, MAL and Sastry, PS (1984) A Class of Rapidly Converging Algorithms for Learning Automata. In: IEEE Int. Conf. on Systems, Man and Cybernatics, Jan. 1984, Bombay.

Journal Article

Krishna, K and Thathachar, MAL and Ramakrishnan, KR (2000) Voronoi Networks and Their Probability of Misclassification. In: IEEE Transactions on Neural Networks, 11 (6). 1361 -1372.

Thathachar, MAL and Arvind, MT (1999) Global Boltzmann Perceptron Network for On-line Learning of Conditional Distributions. In: IEEE Transactions on Neural Networks, 10 (5). pp. 1090-1098.

Sastry, PS and Thathachar, MAL (1999) Learning automata algorithms for pattern classification. In: Sadhana, 24 (4&5). pp. 261-292.

Thathachar, MAL and Arvind, MT (1998) Parallel Algorithms for Modules of Learning Automata. In: IEEE Transactions on Systems, Man and Cybernetics- Part B: Cybernetics, 28 (1). pp. 24-33.

Thathachar, MAL and Viswanath, Pramod (1997) On the Stability of Fuzzy Systems. In: IEEE Transactions on Fuzzy Systems, 5 (1). pp. 145-151.

Phansalkar, VV and Thathachar, MAL (1996) Learning automata in feedforward connectionist systems. In: International Journal of Systems Science, 27 (2). pp. 145-150.

Thathachar, MAL and Phansalkar, VV (1995) Convergence of Teams and Hierarchies of Learning Automata in Connectionist Systems. In: IEEE Transactions on Systems, Man and Cybernetics, 25 (11). pp. 1459-1469.

Phansalkar, VV and Thathachar, MAL (1995) Local and global optimization algorithms for generalized learning automata. In: Neural Computation, 7 (5). pp. 950-973.

Thathachar, MAL and Phansalkar, VV (1995) Learning the global maximum with parameterized learning automata. In: IEEE Transactions on Neural Networks, 6 (2). pp. 398-406.

Santharam, G and Sastry, PS and Thathachar, MAL (1994) Continuous action set learning automata for stochastic Optimization. In: Journal of the Franklin Institute, 331 (5). pp. 607-628.

Sastry, PS and Thathachar, MAL (1994) Analysis of Stochastic Automata Algorithm for Relaxation Labelling. In: IEEE Transactions on Pattern Analysis and Machine Intelligence, 16 (5). pp. 538-543.

Sastry, PS and Phansalkar, VV and Thathachar, MAL (1994) Decentralized Learning of Nash Equilibria in Multi-Person Stochastic Games With Incomplete Information. In: IEEE Transactions on Systems, Man and Cybernetics, 24 (5). pp. 769-777.

Thathachar, MAL (1990) Stochastic automata and learning systems. In: Sadhana, 15 (4-5). pp. 263-281.

Mukhopadhyay, Snehasis and Thathachar, MAL (1989) Associative Learning of Boolean functions. In: IEEE Transactions on Systems, Man and Cybernetics, 19 (5). pp. 1008-1015.

Thathachar, MAL and Harit, Bhaskar R (1988) An Estimator Algorithm For Learning Automata With Changing Number Of Actions. In: International Journal of General Systems, 14 (2). pp. 169-184.

Thathachar, MAL and Sastry, PS (1987) A hierarchical system of learning automata that can learn die globally optimal path. In: Information Sciences, 42 (2). pp. 143-166.

Thathachar, MAL and Sastry, PS (1987) Learning Optimal Discriminant Functions through a Cooperative Game of Automata. In: IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews, 17 (1). pp. 73-85.

Oommen, BJ and Thathachar, MAL (1985) Multiaction learning automata possessing ergodicity of the mean. In: Information Sciences, 35 (3). 183 -198.

Thathachar, MAL and Ramachandran, KM (1985) Asymptotic behavior of a hierarchical system of learning automata. In: Information Sciences, 35 (2). pp. 91-110.

Thathachar, MAL and Sastry, PS (1985) A new approach to the design of reinforcement schemes for learning automata. In: IEEE transactions on systems, man, and cybernetics, SMC-15 . pp. 168-175.

Thathachar, MAL and Ramakrishnan, KR (1984) A cooperative game of a pair of learning automata. In: Automatica, 20 (6). pp. 797-801.

Thathachar, MAL and Gajendran, F (1981) A global convergence criterion for discrete-time multivariable adaptive systems. In: International Journal of Control, 34 (1). pp. 127-142.

Thathachar, MAL and Ramakrishnan, KR (1981) A Hierarchical System of Learning Automata. In: IEEE Transactions On Systems, Man, And Cybernetics,, 11 (3). pp. 236-241.

Thathachar, MAL and Gajendran, F (1980) A structural principle for a class of adaptive systems. In: International Journal of Control, 31 (3). pp. 519-538.

Sundareshan, MK and Thathachar, MAL (1976) On the positivity and stability of non-stationary systems. In: Journal of the Franklin Institute, 302 (4). pp. 319-330.

Lakshmivarahan, S and Thathachar, MAL (1976) Bounds on the Convergence Probabilities of Learning Automata. In: IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 6 (11). pp. 756-763.

Sundareshan, MK and Thathachar, MAL (1974) Average Variation $L_2$-Stability Criteria for Time-Varying Feedback Systems-A Unified Approach. In: IEEE Transactions on Automatic Control, 19 (4). pp. 427-429.

Sundareshan, Malur K and Thathachar, MAL (1974) $L_2$-Stability of Nonstationary Feedback Systems: Frequency-Domain Criteria. In: IEEE Transactions on Automatic Control, 19 (3). pp. 217-224.

Sundareshan, MK and Thathachar, MAL (1974) Construction of stability multipliers for non-linear feedback systems. In: International Journal of Systems Science, 5 (3). pp. 277-287.

Sundareshan, MK and Thathachar, MAL (1973) Improved Conditions for the $L_2$-Stability of Nonstationary Feedback Systems. In: IEEE Transactions on Automatic Control, 18 (6). pp. 674-675.

Sundareshan, MK and Thathachar, MAL (1973) Improved Conditions for the $L_2$-Stability of Nonstationary Feedback Systems. In: IEEE Transactions on Automatic Control, 8 (6). 674 -675.

Sundareshan, MK and Thathachar, MAL (1973) Time-Varying System Stability-Interchangeability of the Bounds on the Logarithmic Variation of Gain. In: IEEE Transactions on Automatic Control, 18 (4). pp. 405-407.

Thathachar, MAL and Ramaswamy, S (1973) Identification of a class of non-linear systems. In: International Journal of Control,, 18 (4). 741 - 752.

Sundareshan, MK and Thathachar, MAL (1973) Generalized Factorizability Conditions for Stability Multipliers. In: IEEE Transactions on Automatic Control, 18 (2). pp. 183-184.

Sundareshan, MK and Thathachar, MAL (1973) Time-Domain Criteria for the $L_2$-Stability of Non stationary Feedback Systems. In: IEEE Transactions on Automatic Control, 18 (1). pp. 80-81.

Lakshmivarahan, S and Thathachar, MAL (1973) Absolutely Expedient Learning Algorithms For Stochastic Automata. In: IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, SMC3 (3). pp. 281-286.

Sundareshan, MK and Thathachar, MAL (1973) Improved Conditions For L2-Stability Of Nonstationary Feedback-Systems. In: IEEE Transactions on Automatic Control, AC18 (6). pp. 674-675.

Sundareshan, MK and Thathachar, MAL (1973) L2-Stability Of A Class Of Nonlinear-Systems. In: Journal of Mathematical Analysis and Applications, 42 (3). pp. 674-683.

Sundareshan, MK and Thathachar, MAL (1973) Time-Domain Criteria For L2-Stability Of Nonstationary Feedback-Systems. In: IEEE Transactions on Automatic Control, AC18 (1). pp. 80-81.

Sundareshan, Malur K and Thathachar, MAL (1972) $L_2$-Stability of Linear Time-Varying Systems--Conditions Involving Noncausal Multipliers. In: IEEE Transactions on Automatic Control, 17 (4). pp. 504-510.

Lakshmivarahan, S and Thathachar, MAL (1972) Optimal non-linear reinforcement schemes for stochastic automata. In: Information Sciences, 4 (2). pp. 121-128.

Thathachar, MAL (1970) Stability of systems with power-law non-linearities. In: Automatica, 6 (5). pp. 721-730.

Thathachar, MAL and Ranganath, HS (1970) Exponential Boundedness of Nonlinear and Time-Varying Feedback Systems. In: IEEE Transactions on Automatic Control, 15 (2). pp. 277-278.

Thathachar, MAL and Srinath, MD (1967) Some Aspects of the Lur'e Problem. In: IEEE Transactions on Automatic Control, 12 (4). pp. 451-453.

Thathachar, MAL and Srinath, MD and Narendra, KS (1967) Stability of Linear Time-Invariant Systems. In: IEEE Transactions on Automatic Control, 12 (3). pp. 335-337.

Thathachar, MAL and Srinath, MD and Krishna, G (1966) Stability with Nonlinearity in a Sector. In: IEEE Transactions on Automatic Control, 11 (2). pp. 311-312.

Phansalkar, VV and Sastry , PS and Thathachar, MAL (1944) Absolutely expedient algorithms for learning Nash equilibria. In: Proceedings of the Indian Academy of Sciences - Mathematical Sciences, 104 (1). pp. 279-294.

Editorials/Short Communications

Thathachar , MAL and Harita, BR (1987) Learning automata with changing number of actions. In: IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 17 (6). pp. 1095-1100.

This list was generated on Sun Aug 31 16:13:26 2014 IST.