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Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming

Posted By: AvaxGenius
Date: 1 Aug 2022 15:43:35
Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming

Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming by Ivo Nowak
English | PDF | 2005 | 215 Pages | ISBN : 3764372389 | 1.8 MB

This book presents a comprehensive description of theory, algorithms and software for solving nonconvex mixed integer nonlinear programs (MINLP). The main focus is on deterministic global optimization methods, which play a very important role in integer linear programming, and are used only recently in MINLP.
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Nonlinear Programming and Variational Inequality Problems: A Unified Approach

Posted By: AvaxGenius
Date: 1 Aug 2022 13:04:43
Nonlinear Programming and Variational Inequality Problems: A Unified Approach

Nonlinear Programming and Variational Inequality Problems: A Unified Approach by Michael Patriksson
English | PDF | 1999 | 343 Pages | ISBN : 0792354559 | 35 MB

Since I started working in the area of nonlinear programming and, later on, variational inequality problems, I have frequently been surprised to find that many algorithms, however scattered in numerous journals, monographs and books, and described rather differently, are closely related to each other. This book is meant to help the reader understand and relate algorithms to each other in some intuitive fashion, and represents, in this respect, a consolidation of the field. The framework of algorithms presented in this book is called Cost Approxi­ mation.
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Aggregation in Large-Scale Optimization

Posted By: AvaxGenius
Date: 20 Feb 2022 22:39:46
Aggregation in Large-Scale Optimization

Aggregation in Large-Scale Optimization by Igor Litvinchev
English | PDF | 2003 | 301 Pages | ISBN : 1402075979 | 22.3 MB

When analyzing systems with a large number of parameters, the dimen­ sion of the original system may present insurmountable difficulties for the analysis. It may then be convenient to reformulate the original system in terms of substantially fewer aggregated variables, or macrovariables. In other words, an original system with an n-dimensional vector of states is reformulated as a system with a vector of dimension much less than n. The aggregated variables are either readily defined and processed, or the aggregated system may be considered as an approximate model for the orig­ inal system.
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Linear and Nonlinear Programming, Fifth Edition

Posted By: AvaxGenius
Date: 31 Oct 2021 18:10:51
Linear and Nonlinear Programming, Fifth Edition

Linear and Nonlinear Programming, Fifth Edition by David G. Luenberger
English | PDF,EPUB | 2021 | 609 Pages | ISBN : 3030854493 | 28.7 MB

The 5th edition of this classic textbook covers the central concepts of practical optimization techniques, with an emphasis on methods that are both state-of-the-art and popular. One major insight is the connection between the purely analytical character of an optimization problem and the behavior of algorithms used to solve that problem. End-of-chapter exercises are provided for all chapters.
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Frontier Applications of Nature Inspired Computation

Posted By: AvaxGenius
Date: 12 Mar 2020 02:42:56
Frontier Applications of Nature Inspired Computation

Frontier Applications of Nature Inspired Computation by Mahdi Khosravy
English | PDF,EPUB | 2020 | 402 Pages | ISBN : 9811521328 | 64.88 MB

This book addresses the frontier advances in the theory and application of nature-inspired optimization techniques, including solving the quadratic assignment problem, prediction in nature-inspired dynamic optimization, the lion algorithm and its applications, optimizing the operation scheduling of microgrids, PID controllers for two-legged robots, optimizing crane operating times, planning electrical energy distribution systems, automatic design and evaluation of classification pipelines, and optimizing wind-energy power generation plants.
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