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Optimization

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Genetic Algorithms[3]

Global Optimization Algorithms: Theory and Application
Author: Thomas Weise  Language:
Global Optimization Algorithms: Theory and Application This e-book is devoted to global optimization algorithms, which are methods to find optimal solutions for given problems. It especially focuses on evolutionary computation by discussing evolutionary . . . . .
Introduction to Tractability and Approximability of Optimization
Author: ianer Chen  Language:
Contents: Introduction; tractable problems; maximum flow; graph matching; linear programming; which problem are not tractable?; approximable problems; fully polynomial table time approximations scheme . . . . .
Practical Optimization: A Gentle Introduction
Author: John W. Chinneck  Language:
Contents: Introduction; Introduction to Linear Programming; Towards the Simplex Method for Efficient Solution of Linear Programs; The Mechanics of the Simplex Method; Solving General Linear Programs; . . . . .
Lectures on Optimization Theory and Algorithms
Author: Jean Cea  Language:
Contents: Differential Calculus in Normed Linear Spaces; Minimisation of Functionals; Minimisation Without Constraints; Minimization with Constraints; Duality and Its Applications; Elements of the The . . . . .
Iterative Methods in Combinatorial Optimization
Author: Liu, Ravi, Singh  Language:
Contents: Introduction; Preliminaries; Matching and Vertex Cover in Bipartite Graphs; Spanning Trees; Matroids; Arborescence and Rooted Connectivity ;Submodular Flows and Applications ; Network Matri . . . . .
Lecture Notes on Optimization
Author: Pravin Varaiya  Language:
Contents: INTRODUCTION; OPTIMIZATION OVER AN OPEN SET; Optimization with equality constraints; Linear Programming; Nonlinear Programming; Discrete-time optimal control; Continuous-time linear optimal . . . . .
Optimization
Author: Richard Weber  Language:
Contents: Preliminaries; The Solution of LP Problems; The Simplex Method; The Simplex Tableau; Lagrangian Methods; The Lagrangian Dual; Shadow Prices and Lagrangian Necessity; Algebra of Linear Progra . . . . .
Benders, Nested Benders and Stochastic Programming: An Intuitive Introduction
Author: James Murphy  Language:
This article aims to explain the Nested Benders algorithm for the solution of large-scale stochastic programming problems in a way that is intelligible to someone coming to it for the first time. In d . . . . .
A Practical Guide to Robust Optimization
Author: Bram L. Gorissen, Ihsan Yanıkoğlu, Dick den Hertog  Language:
Robust optimization is a young and active research field that has been mainly developed in the last 15 years. Robust optimization is very useful for practice, since it is tailored to the information a . . . . .

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