Nonlinear Combinatorial Optimization
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Nonlinear Combinatorial Optimization
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Author : Ding-Zhu Du
language : en
Publisher: Springer
Release Date : 2019-05-31
Nonlinear Combinatorial Optimization written by Ding-Zhu Du and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-31 with Mathematics categories.
Graduate students and researchers in applied mathematics, optimization, engineering, computer science, and management science will find this book a useful reference which provides an introduction to applications and fundamental theories in nonlinear combinatorial optimization. Nonlinear combinatorial optimization is a new research area within combinatorial optimization and includes numerous applications to technological developments, such as wireless communication, cloud computing, data science, and social networks. Theoretical developments including discrete Newton methods, primal-dual methods with convex relaxation, submodular optimization, discrete DC program, along with several applications are discussed and explored in this book through articles by leading experts.
Nonlinear Combinatorial Optimization
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Author : Yael Berstein
language : en
Publisher:
Release Date : 2009
Nonlinear Combinatorial Optimization written by Yael Berstein and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with categories.
Combinatorial Linear Integer And Nonlinear Optimization Apps
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Author : J. MacGregor Smith
language : en
Publisher: Springer Nature
Release Date : 2021-10-17
Combinatorial Linear Integer And Nonlinear Optimization Apps written by J. MacGregor Smith and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-10-17 with Mathematics categories.
This textbook provides an introduction to the use and understanding of optimization and modeling for upper-level undergraduate students in engineering and mathematics. The formulation of optimization problems is founded through concepts and techniques from operations research: Combinatorial Optimization, Linear Programming, and Integer and Nonlinear Programming (COLIN). Computer Science (CS) is also relevant and important given the applications of algorithms and Apps/algorithms (A) in solving optimization problems. Each chapter provides an overview of the main concepts of optimization according to COLINA, providing examples through App Inventor and AMPL software applications. All apps developed through the text are available for download. Additionally, the text includes links to the University of Wisconsin NEOS server, designed to handle more computing-intensive problems in complex optimization. Readers are encouraged to have some background in calculus, linear algebra, and related mathematics.
Exact Methods For Nonlinear Combinatorial Optimization
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Author : Frank Baumann
language : en
Publisher:
Release Date : 2014
Exact Methods For Nonlinear Combinatorial Optimization written by Frank Baumann and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with categories.
Reformulating Nonlinear Combinatorial Optimization Problems For Higher Computational Efficiency
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Author : Oral, Muhittin
language : en
Publisher: Québec : Faculté des sciences de l'administration, Université Laval
Release Date : 1990
Reformulating Nonlinear Combinatorial Optimization Problems For Higher Computational Efficiency written by Oral, Muhittin and has been published by Québec : Faculté des sciences de l'administration, Université Laval this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with categories.
Mixed Integer Nonlinear Programming
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Author : Jon Lee
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-12-02
Mixed Integer Nonlinear Programming written by Jon Lee and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-12-02 with Mathematics categories.
Many engineering, operations, and scientific applications include a mixture of discrete and continuous decision variables and nonlinear relationships involving the decision variables that have a pronounced effect on the set of feasible and optimal solutions. Mixed-integer nonlinear programming (MINLP) problems combine the numerical difficulties of handling nonlinear functions with the challenge of optimizing in the context of nonconvex functions and discrete variables. MINLP is one of the most flexible modeling paradigms available for optimization; but because its scope is so broad, in the most general cases it is hopelessly intractable. Nonetheless, an expanding body of researchers and practitioners — including chemical engineers, operations researchers, industrial engineers, mechanical engineers, economists, statisticians, computer scientists, operations managers, and mathematical programmers — are interested in solving large-scale MINLP instances.
Solving Nonlinear Combinatorial Optimization Problems With A Cooperative Genetic Algorithm And Tabu Search Meta Heuristic
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Author : Philipp Arthur Djang
language : en
Publisher:
Release Date : 1998
Solving Nonlinear Combinatorial Optimization Problems With A Cooperative Genetic Algorithm And Tabu Search Meta Heuristic written by Philipp Arthur Djang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Combinatorial optimization categories.
11th International Symposium On Process Systems Engineering Pse2012
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Author :
language : en
Publisher: Elsevier
Release Date : 2012-12-31
11th International Symposium On Process Systems Engineering Pse2012 written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-31 with Science categories.
While the PSE community continues its focus on understanding, synthesizing, modeling, designing, simulating, analyzing, diagnosing, operating, controlling, managing, and optimizing a host of chemical and related industries using the systems approach, the boundaries of PSE research have expanded considerably over the years. While early PSE research was largely concerned with individual units and plants, the current research spans wide ranges of scales in size (molecules to processing units to plants to global multinational enterprises to global supply chain networks; biological cells to ecological webs) and time (instantaneous molecular interactions to months of plant operation to years of strategic planning). The changes and challenges brought about by increasing globalization and the the common global issues of energy, sustainability, and environment provide the motivation for the theme of PSE2012: Process Systems Engineering and Decision Support for the Flat World. Each theme includes an invited chapter based on the plenary presentation by an eminent academic or industrial researcher Reports on the state-of-the-art advances in the various fields of process systems engineering Addresses common global problems and the research being done to solve them
Synthesis Of Power Distribution To Manage Signal Integrity In Mixed Signal Ics
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Author : Balsha R. Stanisic
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-12-06
Synthesis Of Power Distribution To Manage Signal Integrity In Mixed Signal Ics written by Balsha R. Stanisic and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-12-06 with Technology & Engineering categories.
In the early days of VLSI, the design of the power distribution for an integrated cir cuit was rather simple. Power distribution --the design of the geometric topology for the network of wires that connect the various power supplies, the widths of the indi vidual segments for each of these wires, the number and location of the power I/O pins around the periphery of the chip --was simple because the chips were simpler. Few available wiring layers forced floorplans that allowed simple, planar (non-over lapping) power networks. Lower speeds and circuit density made the choice of the wire widths easier: we made them just fat enough to avoid resistive voltage drops due to switching currents in the supply network. And we just didn't need enormous num bers of power and ground pins on the package for the chips to work. It's not so simple any more. Increased integration has forced us to focus on reliability concerns such as metal elec tromigration, which affects wire sizing decisions in the power network. Extra metal layers have allowed more flexibility in the topological layout of the power networks.
Nonlinear Discrete Optimization
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Author : Shmuel Onn
language : en
Publisher: European Mathematical Society
Release Date : 2010
Nonlinear Discrete Optimization written by Shmuel Onn and has been published by European Mathematical Society this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Combinatorial optimization categories.
This monograph develops an algorithmic theory of nonlinear discrete optimization. It introduces a simple and useful setup, which enables the polynomial time solution of broad fundamental classes of nonlinear combinatorial optimization and integer programming problems in variable dimension. An important part of this theory is enhanced by recent developments in the algebra of Graver bases. The power of the theory is demonstrated by deriving the first polynomial time algorithms in a variety of application areas within operations research and statistics, including vector partitioning, matroid optimization, experimental design, multicommodity flows, multi-index transportation and privacy in statistical databases. This monograph is intended for graduate students and researchers. It is accessible to anyone with standard undergraduate knowledge and mathematical maturity.