Mathematics II - Syllabus
Embark on a profound academic exploration as you delve into the Mathematics II course () within the distinguished Tribhuvan university's CSIT department. Aligned with the 2074 Syllabus, this course (MTH163) seamlessly merges theoretical frameworks with practical sessions, ensuring a comprehensive understanding of the subject. Rigorous assessment based on a 80+20 marks system, coupled with a challenging passing threshold of , propels students to strive for excellence, fostering a deeper grasp of the course content.
This 3 credit-hour journey unfolds as a holistic learning experience, bridging theory and application. Beyond theoretical comprehension, students actively engage in practical sessions, acquiring valuable skills for real-world scenarios. Immerse yourself in this well-structured course, where each element, from the course description to interactive sessions, is meticulously crafted to shape a well-rounded and insightful academic experience.
Units
System of linear equations, Row reduction and Echelon forms, Vector equations, The matrix
equations Ax = b, Applications of linear system, Linear independence
Key Topics
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Introduction to Transaction Processing
TR-1This topic introduces the concept of transaction processing, highlighting the differences between single user and multi-user systems, read/write operations, and the need for concurrency control to avoid problems such as lost update, temporary update, incorrect summary, and unrepeatable read.
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Transaction and System Concepts
TR-2This topic covers the fundamental concepts of transactions, including transaction states, system log, and commit point of transaction.
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Desirable Properties of Transactions
TR-3This topic discusses the desirable properties of transactions, namely atomicity, consistency, isolation, and durability (ACID).
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Schedules and Concurrency Control
TR-4This topic explores schedules, conflicting operations, and characterizing schedules based on recoverability and serializability, including serial, non-serial, and conflict serializable schedules.
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Concurrency Control Techniques
TR-5This topic introduces concurrency control techniques, including two-phase locking and timestamp ordering.
Matrix operations, The inverse of a matrix, Characterizations of invertible matrices, Partitioned
matrices, Matrix factorization, The Leontief input output model, Subspace of Rn, Dimension and
rank
Introduction, Properties, Cramer’s rule, Volume and linear transformations
Vector spaces and subspaces, Null spaces, Column spaces, and Linear transformations, Linearly
independent sets: Bases, Coordinate systems
Dimension of vector space and Rank, Change of basis, Applications to difference equations,
Applications to Markov Chains
Eigenvectors and Eigenvalues, The characteristic equations, Diagonalization, Eigenvectors and
linear transformations, Complex eigenvalues, Discrete dynamical systems, Applications to
differential equations
Inner product, Length, and orthoganility, Orthogonal sets, Orthogonal projections, The Gram-
Schmidt process, Least squares problems, Application to linear models, Inner product spaces,
Applications of inner product spaces
Binary Operations, Groups, Subgroups, Cyclic Groups
Rings and Fields, Integral domains
Lab works