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 #  AuthorTitleAccn#YearItem Type Claims
1 Rajesh Kumar Arora Optimization: Algorithms and Applications 026077 2015 Book  
2 Lance Chambers (ed.) Practical handbook of genetic algorithms: Applications vol. I 012862 1995 Book  
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TitleOptimization: Algorithms and Applications
Author(s)Rajesh Kumar Arora
PublicationBoca Raton, CRC Press, 2015.
Descriptionxv, 450p.
Abstract NoteOptimization: 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.
ISBN,Price9781498721127 : UKP 90.00(HB)
Classification519.863
Keyword(s)1. GENETIC ALGORITHMS 2. GRADIENT METHODS 3. MATHEMATICAL OPTIMIZATION 4. MATLAB 5. PARTICLE SWARM OPTIMIZATION 6. STOCHASTIC METHODS
Item TypeBook

Circulation Data
Accession#  Call#StatusIssued ToReturn Due On Physical Location
026077   519.863/ARO/026077  On Shelf    

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TitlePractical handbook of genetic algorithms: Applications vol. I
Author(s)Lance Chambers (ed.)
PublicationBoca Raton, Florida, CRC Press, 1995.
Descriptionincludes floppy diskette
ISBN,Price0-8493-2519-6
Classification510.5:575
Keyword(s)1. ALGORITHMS 2. DISKETTE 3. GENETIC ALGORITHMS 4. PROBLEM SOLVING METHOD
Item TypeBook

Circulation Data
Accession#  Call#StatusIssued ToReturn Due On Physical Location
012862   510.5:575/P.H.G.A./012862  On Shelf    

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