Mathematical Programming Solver Based on Local Search

Книга Mathematical Programming Solver Based on Local Search созданная Julien Darlay, Bertrand Estellon, Frédéric Gardi, Romain Megel, Thierry Benoist, Wiley может относится к жанру программы. Стоимость электронной книги Mathematical Programming Solver Based on Local Search с идентификатором 34436872 составляет 13261.53 руб.

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 kind of mathematical programming solver, namely LocalSolver, based on neighborhood search.

First, an iconoclast methodology is presented to design and engineer local search algorithms. The authors' concern regarding industrializing local search approaches is of particular interest for practitioners. This methodology is applied to solve two industrial problems with high economic stakes. Software based on local search induces extra costs in development and maintenance in comparison with the direct use of mixed-integer linear programming solvers. The authors then move on to present the LocalSolver project whose goal is to offer the power of local search through a model-and-run solver for large-scale 0-1 nonlinear programming. They conclude by presenting their ongoing and future work on LocalSolver toward a full mathematical programming solver based on local search.

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Julien Darlay, Bertrand Estellon, Frédéric Gardi, Romain Megel, Thierry Benoist, Wiley работа о программах программы

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Электронная книга в жанре программы для обучения и всестороннего развития.

Скачать ОнЛайн материалы автора Julien Darlay, Bertrand Estellon, Frédéric Gardi, Romain Megel, Thierry Benoist, Wiley на устройства FB2 EPUB TXT RTF PDF HTML MOBI форматы. Цена от бесплатной до выставленной и в данном случае стоимость скачивания составляет 13261.53 руб.