Ebook: Mathematical Programming Solver Based on Local Search
- Genre: Mathematics // Optimization. Operations Research
- Tags: Математика, Методы оптимизации
- Series: Focus series in computer engineering
- Year: 2014
- Publisher: Wiley-ISTE
- City: London, Hoboken
- Edition: 1
- Language: English
- pdf
This book covers local search for combinatorial optimization and its extension to mixed-variable optimization. Although not yet understood from the theoretical point of view, local search is the paradigm of choice for tackling large-scale real-life optimization problems. Today's end-users demand interactivity with decision support systems. For optimization software, this means obtaining good-quality solutions �Read more...
Abstract: This book covers local search for combinatorial optimization and its extension to mixed-variable optimization. Although not yet understood from the theoretical point of view, local search is the paradigm of choice for tackling large-scale real-life optimization problems. Today's end-users demand interactivity with decision support systems. For optimization software, this means obtaining good-quality solutions quickly. Fast iterative improvement methods, like local search, are suited to satisfying such needs. Here the authors show local search in a new light, in particular presenting a new kin