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Steepest descent with momentum for quadratic functions is a version of the conjugate gradient method

- Amit Bhaya, Eugenius Kaszkurewicz
- Neural Networks
- 2004

It is pointed out that the so called momentum method, much used in the neural network literature as an acceleration of the backpropagation method, is a stationary version of the conjugate gradientâ€¦ (More)

- Yangfeng Su, Amit Bhaya
- SIAM J. Matrix Analysis Applications
- 2001

- Oumar Diene, Amit Bhaya
- IEEE Signal Processing Letters
- 2006

The standard conjugate gradient (CG) method uses orthogonality of the residues to simplify the formulas for the parameters necessary for convergence. In adaptive filtering, the sample-by-sampleâ€¦ (More)

- Yangfeng Su, Amit Bhaya
- IEEE Trans. Signal Processing
- 1998

In this correspondence, we give a counterexample that shows that the Boseâ€“Trautman condition for the stability of 2-D linear models is incorrect. The correction and equivalent conditions are given,â€¦ (More)

- Amit Bhaya, Eugenius Kaszkurewicz
- IEEE Transactions on Automatic Control
- 2007

In this paper, it is shown how standard iterative methods for solving linear and nonlinear equations can be designed from the point of view of control. Appropriate choices of control Lyapunovâ€¦ (More)

- Jayadeva, Sameena Shah, Amit Bhaya, Ravi Kothari, Suresh Chandra
- Swarm Intelligence
- 2013

In the most basic application of Ant Colony Optimization (ACO), a set of artificial ants find the shortest path between a source and a destination. Ants deposit pheromone on paths they take,â€¦ (More)

- Magno Enrique Mendoza Meza, Amit Bhaya, Eugenius Kaszkurewicz, Michel Iskin da Silveira Costa
- Theoretical population biology
- 2005

The stability of predator-prey models, in the context of exploitation of renewable resources, subject to threshold policies (TP) is studied in this paper using the idea of backstepping and controlâ€¦ (More)

- Ricardo Linden, Amit Bhaya
- Biosystems
- 2007

This paper develops an algorithm that extracts explanatory rules from microarray data, which we treat as time series, using genetic programming (GP) and fuzzy logic. Reverse polish notation is usedâ€¦ (More)

This paper focuses on the convervence problem of asynchronous linear iterations. A stronger version of the necessity part of the classical Chazan-Miranker theorem is proved and new results forâ€¦ (More)

- Amit Bhaya, C. Desoer
- The 23rd IEEE Conference on Decision and Control
- 1984

This paper studies a generalized form of the MIMO Smith regulator (GS) and one of its variants--the Gray-Hunt-Horowitz (GHH) regulator. The two schemes are analysed and the limitations imposed onâ€¦ (More)