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Introduction to Mathematical Optimization : From Linear Programming to Metaheuristics.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Yang, Xin-She
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge : Cambridge International Science Publishing, 2007.
Temas:
Acceso en línea:Texto completo

MARC

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082 0 4 |a 519.3  |q OCoLC  |2 22/eng/20230216 
049 |a UAMI 
100 1 |a Yang, Xin-She. 
245 1 0 |a Introduction to Mathematical Optimization :  |b From Linear Programming to Metaheuristics. 
260 |a Cambridge :  |b Cambridge International Science Publishing,  |c 2007. 
300 |a 1 online resource (160 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
588 0 |a Print version record. 
505 0 |a ""Contents""; ""Preface""; ""1. Mathematical Optimization""; ""1.1 Optimization""; ""1.2 Optimality Criteria""; ""1.3 Computational Complexity""; ""1.4 NP-Complete Problems""; ""2. Norms and Hessian Matrices""; ""2.1 Vector and Matrix Norms""; ""2.2 Eigenvalues and Eigenvectors""; ""2.3 Spectral Radius of Matrices""; ""2.4 Hessian Matrix""; ""2.5 Convexity""; ""3. Root-Finding Algorithms""; ""3.1 Simple Iterations""; ""3.2 Bisection Method""; ""3.3 Newtonâ€?s Method""; ""3.4 Iteration Methods""; ""4. System of Linear Equations""; ""4.1 Linear systems""; ""4.2 Gauss Elimination"" 
505 8 |a ""4.3 Gauss-Jordan Elimination""""4.4 LU Factorization""; ""4.5 Iteration Methods""; ""4.5.1 Jacobi Iteration Method""; ""4.5.2 Gauss-Seidel Iteration""; ""4.5.3 Relaxation Method""; ""4.6 Nonlinear Equation""; ""4.6.1 Simple Iterations""; ""4.6.2 Newton-Raphson Method""; ""5. Unconstrained Optimization""; ""5.1 Univariate Functions""; ""5.2 Multivariate Functions""; ""5.3 Gradient-Based Methods""; ""5.3.1 Newtonâ€?s Method""; ""5.3.2 Steepest Descent Method""; ""5.4 Hooke-Jeeves Pattern Search""; ""6. Linear Mathematical Programming""; ""6.1 Linear Programming""; ""6.2 Simplex Method"" 
505 8 |a ""6.2.1 Basic Procedure""""6.2.2 Augmented Form""; ""6.2.3 A Case Study""; ""7. Nonlinear Optimization""; ""7.1 Penalty Method""; ""7.2 Lagrange Multipliers""; ""7.3 Kuhn-Tucker Conditions""; ""7.4 No Free Lunch Theorems""; ""8. Tabu Search""; ""8.1 Tabu Search""; ""8.2 Travelling Salesman Problem""; ""8.3 Tabu Search for TSP""; ""9. Ant Colony Optimization""; ""9.1 Behaviour of Ants""; ""9.2 Ant Colony Optimization""; ""9.3 Double Bridge Problem""; ""9.4 Multi-Peak Functions""; ""10. Particle Swarm Optimization""; ""10.1 Swarm Intelligence""; ""10.2 PSO algorithms""; ""10.3 Accelerated PSO"" 
505 8 |a ""10.4 Multimodal Functions""""10.5 Implementation""; ""10.6 Constraints""; ""11. Simulated Annealing""; ""11.1 Fundamental Concepts""; ""11.2 Choice of Parameters""; ""11.3 SA Algorithm""; ""11.4 Implementation""; ""12. Multiobjective Optimization""; ""12.1 Pareto Optimality""; ""12.2 Weighted Sum Method""; ""12.3 Utility Method""; ""12.4 Metaheuristic Search""; ""12.5 Other Algorithms""; ""Bibliography""; ""Index"" 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Mathematical optimization. 
650 0 |a Mathematical analysis. 
650 6 |a Optimisation mathématique. 
650 6 |a Analyse mathématique. 
650 7 |a Mathematical analysis  |2 fast 
650 7 |a Mathematical optimization  |2 fast 
758 |i has work:  |a Introduction to mathematical optimization (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCGD6vcBYCr8WWtgrFCykym  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Yang, Xin-She.  |t Introduction to Mathematical Optimization : From Linear Programming to Metaheuristics.  |d Cambridge : Cambridge International Science Publishing, ©2007  |z 9781904602828 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=3007749  |z Texto completo 
938 |a ProQuest Ebook Central  |b EBLB  |n EBL3007749 
994 |a 92  |b IZTAP