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Practical Optimization: A Gentle Introduction

Author: John W. Chinneck
Url: http://www.sce.carleton.ca/faculty/chinneck/po.html
Format: Pdf
Year: 2006
Category: Optimization
Pages: 250
Clicks: 536

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; Sensitivity Analysis; Linear Programming in Practice; An Introduction to Networks; Maximum Flow and Minimum Cut; Network Flow Programming; PERT for Project Planning and Scheduling; nteger/Discrete Programming via Branch and Bound; Binary and Mixed-Integer Programming; Heuristics for Discrete Search: Genetic Algorithms and Simulated Annealing; Dynamic Programming.

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