Download PDF by Der-San Chen,Robert G. Batson,Yu Dang: Applied Integer Programming: Modeling and Solution
By Der-San Chen,Robert G. Batson,Yu Dang
In order to completely understand the algorithms linked to integer programming, it is very important comprehend not just how algorithms paintings, but additionally why they paintings. Applied Integer Programming contains a targeted emphasis in this aspect, concentrating on challenge modeling and resolution utilizing advertisement software program. Taking an application-oriented strategy, this e-book addresses the paintings and technology of mathematical modeling relating to the combined integer programming (MIP) framework and discusses the algorithms and linked practices that allow these versions to be solved so much efficiently.
The e-book starts with assurance of profitable functions, systematic modeling approaches, ordinary version kinds, transformation of non-MIP versions, combinatorial optimization challenge types, and automated preprocessing to acquire a greater formula. next chapters current algebraic and geometric easy ideas of linear programming concept and community flows wanted for figuring out integer programming. eventually, the e-book concludes with classical and sleek answer techniques in addition to the most important elements for development an built-in software program method able to fixing large-scale integer programming and combinatorial optimization problems.
Throughout the booklet, the authors exhibit crucial techniques via various examples and figures. each one new idea or set of rules is followed by means of a numerical instance, and, the place appropriate, pictures are used to attract jointly varied difficulties or methods right into a unified complete. moreover, positive factors of answer techniques present in state-of-the-art advertisement software program are pointed out during the book.
Thoroughly classroom-tested, Applied Integer Programming is a superb ebook for integer programming classes on the upper-undergraduate and graduate degrees. It additionally serves as a well-organized reference for pros, software program builders, and analysts who paintings within the fields of utilized arithmetic, computing device technology, operations learn, administration technology, and engineering and use integer-programming options to version and clear up real-world optimization problems.
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Extra resources for Applied Integer Programming: Modeling and Solution
Applied Integer Programming: Modeling and Solution by Der-San Chen,Robert G. Batson,Yu Dang