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Titlebook: Combinatorial Optimization Problems in Planning and Decision Making; Theory and Applicati Michael Z. Zgurovsky,Alexander A. Pavlov Book 201

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发表于 2025-3-21 17:15:36 | 显示全部楼层 |阅读模式
书目名称Combinatorial Optimization Problems in Planning and Decision Making
副标题Theory and Applicati
编辑Michael Z. Zgurovsky,Alexander A. Pavlov
视频video
概述Introduces PSC-algorithms.Helps solving operational planning problems.Covers computer-aided production management systems
丛书名称Studies in Systems, Decision and Control
图书封面Titlebook: Combinatorial Optimization Problems in Planning and Decision Making; Theory and Applicati Michael Z. Zgurovsky,Alexander A. Pavlov Book 201
描述The book focuses on the next fields of computer science: combinatorial optimization, scheduling theory, decision theory, and computer-aided production management systems. It also offers a quick introduction into the theory of PSC-algorithms, which are a new class of efficient methods for intractable problems of combinatorial optimization. A PSC-algorithm is an algorithm which includes: sufficient conditions of a feasible solution optimality for which their checking can be implemented only at the stage of a feasible solution construction, and this construction is carried out by a polynomial algorithm (the first polynomial component of the PSC-algorithm); an approximation algorithm with polynomial complexity (the second polynomial component of the PSC-algorithm); also, for NP-hard combinatorial optimization problems, an exact subalgorithm if sufficient conditions were found, fulfilment of which during the algorithm execution turns it into a polynomial complexity algorithm. Practitioners and software developers will find the book useful for implementing advanced methods of production organization in the fields of planning (including operative planning) and decision making. Scientists,
出版日期Book 2019
关键词combinatorial optimization; scheduling theory; decision theory; computer-aided production management sy
版次1
doihttps://doi.org/10.1007/978-3-319-98977-8
isbn_softcover978-3-030-07552-1
isbn_ebook978-3-319-98977-8Series ISSN 2198-4182 Series E-ISSN 2198-4190
issn_series 2198-4182
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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Book 2019which during the algorithm execution turns it into a polynomial complexity algorithm. Practitioners and software developers will find the book useful for implementing advanced methods of production organization in the fields of planning (including operative planning) and decision making. Scientists,
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The Total Weighted Tardiness of Tasks Minimization on a Single Machineown examples of the problem. We present an approximation algorithm (the second polynomial component) based on the exact algorithm. Average statistical estimate of deviation of an approximate solution from the optimum does not exceed 5% of it.
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The Four-Level Model of Planning and Decision Makingear during planning. In the Decision Making Unit we use our modified Analytic Hierarchy Process which is based on the research of empirical pairwise comparisons matrices with the help of combinatorial optimization models with weighted components of the additive functional.
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