Applied Integer Programming: Modeling and Solution by Der-San Chen PDF

By Der-San Chen

ISBN-10: 0470373067

ISBN-13: 9780470373064

An available remedy of the modeling and resolution of integer programming difficulties, that includes smooth functions and softwareIn order to completely understand the algorithms linked to integer programming, you will need to comprehend not just how algorithms paintings, but additionally why they paintings. utilized Integer Programming contains a special emphasis in this element, concentrating on challenge modeling and resolution utilizing advertisement software program. Taking an application-oriented procedure, this publication addresses the paintings and technology of mathematical modeling relating to the combined integer programming (MIP) framework and discusses the algorithms and linked practices that let these types to be solved so much efficiently.The publication starts with insurance of profitable purposes, systematic modeling techniques, ordinary version varieties, transformation of non-MIP versions, combinatorial optimization challenge types, and automated preprocessing to procure a greater formula. next chapters current algebraic and geometric easy innovations of linear programming conception and community flows wanted for knowing integer programming. ultimately, the e-book concludes with classical and smooth answer methods in addition to the main elements for development an built-in software program procedure able to fixing large-scale integer programming and combinatorial optimization problems.Throughout the ebook, the authors reveal crucial thoughts via a number of examples and figures. each one new idea or set of rules is observed by means of a numerical instance, and, the place acceptable, snap shots are used to attract jointly varied difficulties or ways right into a unified complete. moreover, positive aspects of answer methods present in modern day advertisement software program are pointed out during the book.Thoroughly classroom-tested, utilized Integer Programming is a wonderful booklet 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, machine technology, operations learn, administration technological know-how, and engineering and use integer-programming thoughts to version and resolve real-world optimization difficulties.

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Extra info for Applied Integer Programming: Modeling and Solution

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Note that x1^ can be interpreted as the fraction (between 0 and 1 inclusive) of demand, rather than the quantity supplied, at store j satisfied by distribution center i. Also note that the "big Af ' is replaced by "«", which is the total number of retail stores. This replacement is valid because the demand at each store location, after the transformation, is equal to 1. Thus, the total demand at n store locations is n. «), to replace each /' of J2¡ x'¡j ^ ny¡- Although this replacement multiplies the number of constraints, this alternative does give a better formulation.

For the following problem formulation, we further assume that ( 1 ) the production cost is proportional to the production quantity and (2) the carrying cost is proportional to the ending inventory level of the previous period. Step 1 Input parameters: Decision variables: Constraints: State variables: Objective: number of periods (7), demand in each period (d,), setup cost for each period (/",), unit production cost (c¡), unit holding cost {ht) whether or not to produce in each time period (y, = 1 or 0) and how much if the decision is to produce (x,) satisfy the demand in each period t inventory level at the end of each period (s,), assuming the beginning inventory level So = 0 minimize the total production and inventory costs Step2.

19 Transform each of the following nonstandard integer programs into a standard form of IP defined in this text. 19 Maximize x\ +x2 + x3 subject to -x\ + x2 > 8 X\ —X2 + X3 < 2 x\, x3 > 0 x2 < 15 2 MODELING AND MODELS In Chapter 1, we mathematically defined a mixed integer program (MIP). A mathematical definition in general has the advantages of being precise, concise, and capable of data manipulation. But to most managers and even some practitioners, it may be too abstract to comprehend and difficult to relate to reality.

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Applied Integer Programming: Modeling and Solution by Der-San Chen


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