

Click the serial number on the left to view the details of the item. 
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Author  Title  Accn#  Year  Item Type  Claims 
1 
XinShe Yang 
Introduction to computational mathematics 
026201 
2015 
Book 

2 
Rajesh Kumar Arora 
Optimization: Algorithms and Applications 
026077 
2015 
Book 

3 
PaoLiu 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 


1.


Title  Introduction to computational mathematics 
Author(s)  XinShe 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 theoremfree 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 rootfinding algorithm, numerical integration, numerical methods of partial differential equations, finite element methods, optimization algorithms, stochastic models, nonlinear curvefitting to data modelling, bioinspired 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

Item Type  Book 
Circulation Data
Accession#  
Call#  Status  Issued To  Return Due On  Physical Location 
026201 

519.6/YANG/026201 
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2.


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, BroydenFletcherGoldfarbShanno 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 nonconvex multiobjective optimization problems using simple modifications of the basic PSO code. The book also introduces multidisciplinary design optimization (MDO) architecturesone of the first optimization books to do soand develops software codes for the simplex method and affinescaling interior point method for solving linear programming problems.
In addition, it examines Gomory's cutting plane method, the branchandbound method, and Balas' algorithm for integer programming problems.

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 



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