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Applied mathematics is a branch of mathematics that concerns itself with the application of mathematical knowledge to other domains. Such applications include numerical analysis, mathematics of engineering, linear programming, optimization and operations research, continuous modelling, mathematical biology and bioinformatics, information theory, game theory, probability and statistics ...
Multilinear algebra is the study of functions with multiple vector-valued arguments, with the functions being linear maps with respect to each argument. It involves concepts such as matrices, tensors, multivectors, systems of linear equations, higher-dimensional spaces, determinants, inner and outer products, and dual spaces.
Manindra Agrawal (born 20 May 1966) is an Indian computer scientist and director of Indian Institute of Technology, Kanpur.He is also a professor at the Department of Computer Science and Engineering at the Indian Institute of Technology, Kanpur. [1]
A numerical solution to the heat equation on a pump casing model using the finite element method.. Historically, applied mathematics consisted principally of applied analysis, most notably differential equations; approximation theory (broadly construed, to include representations, asymptotic methods, variational methods, and numerical analysis); and applied probability.
Time series: random data plus trend, with best-fit line and different applied filters. In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time.
Some other areas of application of game theory in AI/ML context are as follows - multi-agent system formation, reinforcement learning, [130] mechanism design etc. [131] By using game theory to model the behavior of other agents and anticipate their actions, AI/ML systems can make better decisions and operate more effectively.
A row of slot machines in Las Vegas. In probability theory and machine learning, the multi-armed bandit problem (sometimes called the K-[1] or N-armed bandit problem [2]) is a problem in which a decision maker iteratively selects one of multiple fixed choices (i.e., arms or actions) when the properties of each choice are only partially known at the time of allocation, and may become better ...
Agrawal (anglicisation: Agarwal, Agerwal, Agrawala, Agarwala, Agarwalla, Aggarwal, Agarawal, Agarawala, or Aggrawal) is a Bania caste. [3] The Banias of northern India are a cluster of several communities, of which the Agrawal Banias, Maheshwari Banias, Oswal Banias, Khatri Banias and Porwal Banias are a part.