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Click the serial number on the left to view the details of the item. |
| # |
Author | Title | Accn# | Year | Item Type | Claims |
| 1 |
Xin-She Yang |
Introduction to computational mathematics |
026201 |
2015 |
Book |
|
| 2 |
Rajesh Kumar Arora |
Optimization: Algorithms and Applications |
026077 |
2015 |
Book |
|
| 3 |
Pao-Liu Chow |
Stochastic partial differential equations |
026006 |
2015 |
Book |
|
| 4 |
GARDINER, C.W. |
Handbook of stochastic methods : For physics, chemistry and the natural sciences |
020627 |
2004 |
Book |
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1.
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| Title | Introduction to computational mathematics |
| Author(s) | Xin-She Yang |
| Edition | 2nd ed. |
| Publication | New Jersey, World Scientific Publishing Co. Pvt. Ltd., 2015. |
| Description | xii, 329p. |
| Abstract Note | This unique book provides a comprehensive introduction to computational mathematics, which forms an essential part of contemporary numerical algorithms, scientific computing and optimization. It uses a theorem-free approach with just the right balance between mathematics and numerical algorithms. This edition covers all major topics in computational mathematics with a wide range of carefully selected numerical algorithms, ranging from the root-finding algorithm, numerical integration, numerical methods of partial differential equations, finite element methods, optimization algorithms, stochastic models, nonlinear curve-fitting to data modelling, bio-inspired algorithms and swarm intelligence. This book is especially suitable for both undergraduates and graduates in computational mathematics, numerical algorithms, scientific computing, mathematical programming, artificial intelligence and engineering optimization. Thus, it can be used as a textbook and/or reference book. |
| ISBN,Price | 9789814635783 : Rs. 995.00(PB) |
| Classification | 519.6
|
| Keyword(s) | 1. Computational Intelligence
2. COMPUTATIONAL MATHEMATICS
3. MATHEMATICAL PROGRAMMING
4. NUMERICAL ALGORITHMS
5. PARTIAL DIFFERENTIAL EQUATIONS
6. STOCHASTIC METHODS
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| Item Type | Book |
Circulation Data
| Accession# | |
Call# | Status | Issued To | Return Due On | Physical Location |
| 026201 |
|
519.6/YANG/026201 |
On Shelf |
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+Copy Specific Information |
2.
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| Title | Optimization: Algorithms and Applications |
| Author(s) | Rajesh Kumar Arora |
| Publication | Boca Raton, CRC Press, 2015. |
| Description | xv, 450p. |
| Abstract Note | Optimization: Algorithms and Applications presents a variety of solution techniques for optimization problems, emphasizing concepts rather than rigorous mathematical details and proofs.
The book covers both gradient and stochastic methods as solution techniques for unconstrained and constrained optimization problems. It discusses the conjugate gradient method, Broyden-Fletcher-Goldfarb-Shanno algorithm, Powell method, penalty function, augmented Lagrange multiplier method, sequential
quadratic programming, method of feasible directions, genetic algorithms, particle swarm optimization (PSO), simulated annealing, ant colony optimization, and tabu search methods.
The author shows how to solve non-convex multi-objective optimization problems using simple modifications of the basic PSO code. The book also introduces multidisciplinary design optimization (MDO) architectures-one of the first optimization books to do so-and develops software codes for the simplex method and affine-scaling interior point method for solving linear programming problems.
In addition, it examines Gomory's cutting plane method, the branch-and-bound method, and Balas' algorithm for integer programming problems.
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| ISBN,Price | 9781498721127 : UKP 90.00(HB) |
| Classification | 519.863
|
| Keyword(s) | 1. GENETIC ALGORITHMS
2. GRADIENT METHODS
3. MATHEMATICAL OPTIMIZATION
4. MATLAB
5. PARTICLE SWARM OPTIMIZATION
6. STOCHASTIC METHODS
|
| Item Type | Book |
Circulation Data
| Accession# | |
Call# | Status | Issued To | Return Due On | Physical Location |
| 026077 |
|
519.863/ARO/026077 |
On Shelf |
|
|
|
+Copy Specific Information | |