Introduction To Global Optimization Exploiting Space Filling Curves

Introduction To Global Optimization Exploiting Space Filling Curves Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Introduction To Global Optimization Exploiting Space Filling Curves book. This book definitely worth reading, it is an incredibly well-written.

Introduction to Global Optimization Exploiting Space-Filling Curves

Yaroslav D. Sergeyev,Roman G. Strongin,Daniela Lera
Introduction to Global Optimization Exploiting Space Filling Curves Book PDF

Author : Yaroslav D. Sergeyev,Roman G. Strongin,Daniela Lera
Publisher : Springer Science & Business Media
Page : 135 pages
File Size : 41,9 Mb
Release : 2013-08-13
Category : Mathematics
ISBN : 9781461480426

Get Book

Introduction to Global Optimization Exploiting Space-Filling Curves by Yaroslav D. Sergeyev,Roman G. Strongin,Daniela Lera Pdf

Introduction to Global Optimization Exploiting Space-Filling Curves provides an overview of classical and new results pertaining to the usage of space-filling curves in global optimization. The authors look at a family of derivative-free numerical algorithms applying space-filling curves to reduce the dimensionality of the global optimization problem; along with a number of unconventional ideas, such as adaptive strategies for estimating Lipschitz constant, balancing global and local information to accelerate the search. Convergence conditions of the described algorithms are studied in depth and theoretical considerations are illustrated through numerical examples. This work also contains a code for implementing space-filling curves that can be used for constructing new global optimization algorithms. Basic ideas from this text can be applied to a number of problems including problems with multiextremal and partially defined constraints and non-redundant parallel computations can be organized. Professors, students, researchers, engineers, and other professionals in the fields of pure mathematics, nonlinear sciences studying fractals, operations research, management science, industrial and applied mathematics, computer science, engineering, economics, and the environmental sciences will find this title useful . ​

Deterministic Global Optimization

Yaroslav D. Sergeyev,Dmitri E. Kvasov
Deterministic Global Optimization Book PDF

Author : Yaroslav D. Sergeyev,Dmitri E. Kvasov
Publisher : Springer
Page : 136 pages
File Size : 50,6 Mb
Release : 2017-06-16
Category : Computers
ISBN : 9781493971992

Get Book

Deterministic Global Optimization by Yaroslav D. Sergeyev,Dmitri E. Kvasov Pdf

This book begins with a concentrated introduction into deterministic global optimization and moves forward to present new original results from the authors who are well known experts in the field. Multiextremal continuous problems that have an unknown structure with Lipschitz objective functions and functions having the first Lipschitz derivatives defined over hyperintervals are examined. A class of algorithms using several Lipschitz constants is introduced which has its origins in the DIRECT (DIviding RECTangles) method. This new class is based on an efficient strategy that is applied for the search domain partitioning. In addition a survey on derivative free methods and methods using the first derivatives is given for both one-dimensional and multi-dimensional cases. Non-smooth and smooth minorants and acceleration techniques that can speed up several classes of global optimization methods with examples of applications and problems arising in numerical testing of global optimization algorithms are discussed. Theoretical considerations are illustrated through engineering applications. Extensive numerical testing of algorithms described in this book stretches the likelihood of establishing a link between mathematicians and practitioners. The authors conclude by describing applications and a generator of random classes of test functions with known local and global minima that is used in more than 40 countries of the world. This title serves as a starting point for students, researchers, engineers, and other professionals in operations research, management science, computer science, engineering, economics, environmental sciences, industrial and applied mathematics to obtain an overview of deterministic global optimization.

Parallel Computing Technologies

Victor Malyshkin
Parallel Computing Technologies Book PDF

Author : Victor Malyshkin
Publisher : Springer
Page : 446 pages
File Size : 52,8 Mb
Release : 2019-08-01
Category : Computers
ISBN : 9783030256364

Get Book

Parallel Computing Technologies by Victor Malyshkin Pdf

This book constitutes the proceedings of the 15th International Conference on Parallel Computing Technologies, PaCT 2019, held in Almaty, Kazakhstan, in August 2019. The 24 full papers and 10 short papers presented were carefully reviewed and selected from 72 submissions. The papers are organized in topical sections on Programming Languages and Execution Environments; Methods and Tools for Parallel Solution of Large-Scale Problems; Data Processing; Cellular Automata; and Distributed Algorithms.

Numerical Computations: Theory and Algorithms

Yaroslav D. Sergeyev,Dmitri E. Kvasov
Numerical Computations Theory and Algorithms Book PDF

Author : Yaroslav D. Sergeyev,Dmitri E. Kvasov
Publisher : Springer Nature
Page : 550 pages
File Size : 41,8 Mb
Release : 2020-02-13
Category : Computers
ISBN : 9783030406165

Get Book

Numerical Computations: Theory and Algorithms by Yaroslav D. Sergeyev,Dmitri E. Kvasov Pdf

The two-volume set LNCS 11973 and 11974 constitute revised selected papers from the Third International Conference on Numerical Computations: Theory and Algorithms, NUMTA 2019, held in Crotone, Italy, in June 2019. This volume, LNCS 11974, consists of 19 full and 32 short papers chosen among regular papers presented at the the Conference including also the paper of the winner (Lorenzo Fiaschi, Pisa, Italy) of The Springer Young Researcher Prize for the best NUMTA 2019 presentation made by a young scientist. The papers in part II explore the advanced research developments in such interconnected fields as local and global optimization, machine learning, approximation, and differential equations. A special focus is given to advanced ideas related to methods and applications using emerging computational paradigms.

Simplicial Global Optimization

Remigijus Paulavičius,Julius Žilinskas
Simplicial Global Optimization Book PDF

Author : Remigijus Paulavičius,Julius Žilinskas
Publisher : Springer Science & Business Media
Page : 146 pages
File Size : 44,8 Mb
Release : 2013-10-09
Category : Business & Economics
ISBN : 9781461490937

Get Book

Simplicial Global Optimization by Remigijus Paulavičius,Julius Žilinskas Pdf

Simplicial Global Optimization is centered on deterministic covering methods partitioning feasible region by simplices. This book looks into the advantages of simplicial partitioning in global optimization through applications where the search space may be significantly reduced while taking into account symmetries of the objective function by setting linear inequality constraints that are managed by initial partitioning. The authors provide an extensive experimental investigation and illustrates the impact of various bounds, types of subdivision, strategies of candidate selection on the performance of algorithms. A comparison of various Lipschitz bounds over simplices and an extension of Lipschitz global optimization with-out the Lipschitz constant to the case of simplicial partitioning is also depicted in this text. Applications benefiting from simplicial partitioning are examined in detail such as nonlinear least squares regression and pile placement optimization in grillage-type foundations. Researchers and engineers will benefit from simplicial partitioning algorithms such as Lipschitz branch and bound, Lipschitz optimization without the Lipschitz constant, heuristic partitioning presented. This book will leave readers inspired to develop simplicial versions of other algorithms for global optimization and even use other non-rectangular partitions for special applications.

Proceedings of the international conference "“NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS”

Yaroslav D. Sergeyev,Dmitri E. Kvasov,Francesco Dell'Accio
Proceedings of the international conference NUMERICAL COMPUTATIONS THEORY AND ALGORITHMS Book PDF

Author : Yaroslav D. Sergeyev,Dmitri E. Kvasov,Francesco Dell'Accio
Publisher : Luigi Pellegrini Editore
Page : 153 pages
File Size : 53,7 Mb
Release : 2013-06-27
Category : Mathematics
ISBN : 9788868220334

Get Book

Proceedings of the international conference "“NUMERICAL COMPUTATIONS: THEORY AND ALGORITHMS” by Yaroslav D. Sergeyev,Dmitri E. Kvasov,Francesco Dell'Accio Pdf

This book contains Proceedings of the International Conference and Summer School NUMTA-2013 “Numerical Computations: Theory and Algorithms”. The Conference is organized jointly by the University of Calabria, Italy, and by the N.I. Lobachevsky State University of Nizhni Novgorod, Russia in cooperation with the Society for Industrial and Applied Mathematics (SIAM), USA. The goal of the Conference is to create a multidisciplinary round table for an open discussion on numerical modeling nature by using traditional and emerging computational paradigms. The Conference discusses all aspects of numerical computations and modeling from foundations and philosophy to advanced numerical techniques. New technological challenges and fundamental ideas from theoretical computer science, linguistic, logic, set theory, and philosophy meet requirements and new fresh applications from physics, chemistry, biology, and economy.

Mathematical Optimization Theory and Operations Research

Panos Pardalos,Michael Khachay,Alexander Kazakov
Mathematical Optimization Theory and Operations Research Book PDF

Author : Panos Pardalos,Michael Khachay,Alexander Kazakov
Publisher : Springer Nature
Page : 510 pages
File Size : 44,5 Mb
Release : 2021-06-14
Category : Computers
ISBN : 9783030778767

Get Book

Mathematical Optimization Theory and Operations Research by Panos Pardalos,Michael Khachay,Alexander Kazakov Pdf

This book constitutes the proceedings of the 20th International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2021, held in Irkutsk, Russia, in July 2021. The 29 full papers and 1 short paper presented in this volume were carefully reviewed and selected from 102 submissions. Additionally, 2 full invited papers are presented in the volume. The papers are grouped in the following topical sections: ​combinatorial optimization; mathematical programming; bilevel optimization; scheduling problems; game theory and optimal control; operational research and mathematical economics; data analysis.

Supercomputing

Vladimir Voevodin,Sergey Sobolev
Supercomputing Book PDF

Author : Vladimir Voevodin,Sergey Sobolev
Publisher : Springer
Page : 701 pages
File Size : 50,9 Mb
Release : 2018-12-31
Category : Computers
ISBN : 9783030058074

Get Book

Supercomputing by Vladimir Voevodin,Sergey Sobolev Pdf

This book constitutes the refereed proceedings of the 4th Russian Supercomputing Days, RuSCDays 2018, held in Moscow, Russia, in September 2018. The 59 revised full papers and one revised short paper presented were carefully reviewed and selected from 136 submissions. The papers are organized in topical sections on parallel algorithms; supercomputer simulation; high performance architectures, tools and technologies.

Optimization and Applications

Nicholas Olenev,Yuri Evtushenko,Milojica Jaćimović,Michael Khachay,Vlasta Malkova,Igor Pospelov
Optimization and Applications Book PDF

Author : Nicholas Olenev,Yuri Evtushenko,Milojica Jaćimović,Michael Khachay,Vlasta Malkova,Igor Pospelov
Publisher : Springer Nature
Page : 260 pages
File Size : 49,8 Mb
Release : 2023-01-02
Category : Mathematics
ISBN : 9783031225437

Get Book

Optimization and Applications by Nicholas Olenev,Yuri Evtushenko,Milojica Jaćimović,Michael Khachay,Vlasta Malkova,Igor Pospelov Pdf

This book constitutes the refereed proceedings of the 13th International Conference on Optimization and Applications, OPTIMA 2022, held in Petrovac, Montenegro, during September 26–30, 2022. The 17 full papers and presented were carefully reviewed and selected from 43 submissions. They were organized into the following as follows: mathematical programming; global optimization; discrete and combinatorial optimization; optimal control; optimization and data analysis; and game theory and mathematical economics.

Parallel Computational Technologies

Leonid Sokolinsky,Mikhail Zymbler
Parallel Computational Technologies Book PDF

Author : Leonid Sokolinsky,Mikhail Zymbler
Publisher : Springer Nature
Page : 327 pages
File Size : 53,5 Mb
Release : 2021-07-08
Category : Computers
ISBN : 9783030816919

Get Book

Parallel Computational Technologies by Leonid Sokolinsky,Mikhail Zymbler Pdf

This book constitutes refereed proceedings of the 15th International Conference on Parallel Computational Technologies, PCT 2021, held in March-April 2021. Due to the COVID-19 pandemic the conference was held online. The 22 revised full papers presented were carefully reviewed and selected from 89 submissions. The papers are organized in topical sections on high performance architectures, tools and technologies; parallel numerical algorithms; supercomputer simulation.

The GLOBAL Optimization Algorithm

Balázs Bánhelyi,Tibor Csendes,Balázs Lévai,László Pál,Dániel Zombori
The GLOBAL Optimization Algorithm Book PDF

Author : Balázs Bánhelyi,Tibor Csendes,Balázs Lévai,László Pál,Dániel Zombori
Publisher : Springer
Page : 111 pages
File Size : 49,7 Mb
Release : 2018-12-10
Category : Mathematics
ISBN : 9783030023751

Get Book

The GLOBAL Optimization Algorithm by Balázs Bánhelyi,Tibor Csendes,Balázs Lévai,László Pál,Dániel Zombori Pdf

This book explores the updated version of the GLOBAL algorithm which contains improvements for a local search algorithm and new Java implementations. Efficiency comparisons to earlier versions and on the increased speed achieved by the parallelization, are detailed. Examples are provided for students as well as researchers and practitioners in optimization, operations research, and mathematics to compose their own scripts with ease. A GLOBAL manual is presented in the appendix to assist new users with modules and test functions. GLOBAL is a successful stochastic multistart global optimization algorithm that has passed several computational tests, and is efficient and reliable for small to medium dimensional global optimization problems. The algorithm uses clustering to ensure efficiency and is modular in regard to the two local search methods it starts with, but it can also easily apply other local techniques. The strength of this algorithm lies in its reliability and adaptive algorithm parameters. The GLOBAL algorithm is free to download also in the earlier Fortran, C, and MATLAB implementations.

Non-Convex Multi-Objective Optimization

Panos M. Pardalos,Antanas Žilinskas,Julius Žilinskas
Non Convex Multi Objective Optimization Book PDF

Author : Panos M. Pardalos,Antanas Žilinskas,Julius Žilinskas
Publisher : Springer
Page : 196 pages
File Size : 49,7 Mb
Release : 2017-07-27
Category : Mathematics
ISBN : 9783319610078

Get Book

Non-Convex Multi-Objective Optimization by Panos M. Pardalos,Antanas Žilinskas,Julius Žilinskas Pdf

Recent results on non-convex multi-objective optimization problems and methods are presented in this book, with particular attention to expensive black-box objective functions. Multi-objective optimization methods facilitate designers, engineers, and researchers to make decisions on appropriate trade-offs between various conflicting goals. A variety of deterministic and stochastic multi-objective optimization methods are developed in this book. Beginning with basic concepts and a review of non-convex single-objective optimization problems; this book moves on to cover multi-objective branch and bound algorithms, worst-case optimal algorithms (for Lipschitz functions and bi-objective problems), statistical models based algorithms, and probabilistic branch and bound approach. Detailed descriptions of new algorithms for non-convex multi-objective optimization, their theoretical substantiation, and examples for practical applications to the cell formation problem in manufacturing engineering, the process design in chemical engineering, and business process management are included to aide researchers and graduate students in mathematics, computer science, engineering, economics, and business management.

Models, Algorithms, and Technologies for Network Analysis

Valery A. Kalyagin,Alexey I. Nikolaev,Panos M. Pardalos,Oleg A. Prokopyev
Models Algorithms and Technologies for Network Analysis Book PDF

Author : Valery A. Kalyagin,Alexey I. Nikolaev,Panos M. Pardalos,Oleg A. Prokopyev
Publisher : Springer
Page : 277 pages
File Size : 43,5 Mb
Release : 2017-06-23
Category : Computers
ISBN : 9783319568294

Get Book

Models, Algorithms, and Technologies for Network Analysis by Valery A. Kalyagin,Alexey I. Nikolaev,Panos M. Pardalos,Oleg A. Prokopyev Pdf

This valuable source for graduate students and researchers provides a comprehensive introduction to current theories and applications in optimization methods and network models. Contributions to this book are focused on new efficient algorithms and rigorous mathematical theories, which can be used to optimize and analyze mathematical graph structures with massive size and high density induced by natural or artificial complex networks. Applications to social networks, power transmission grids, telecommunication networks, stock market networks, and human brain networks are presented. Chapters in this book cover the following topics: Linear max min fairness Heuristic approaches for high-quality solutions Efficient approaches for complex multi-criteria optimization problems Comparison of heuristic algorithms New heuristic iterative local search Power in network structures Clustering nodes in random graphs Power transmission grid structure Network decomposition problems Homogeneity hypothesis testing Network analysis of international migration Social networks with node attributes Testing hypothesis on degree distribution in the market graphs Machine learning applications to human brain network studies This proceeding is a result of The 6th International Conference on Network Analysis held at the Higher School of Economics, Nizhny Novgorod in May 2016. The conference brought together scientists and engineers from industry, government, and academia to discuss the links between network analysis and a variety of fields.

Learning and Intelligent Optimization

Paola Festa,Meinolf Sellmann,Joaquin Vanschoren
Learning and Intelligent Optimization Book PDF

Author : Paola Festa,Meinolf Sellmann,Joaquin Vanschoren
Publisher : Springer
Page : 309 pages
File Size : 51,6 Mb
Release : 2016-11-29
Category : Computers
ISBN : 9783319503493

Get Book

Learning and Intelligent Optimization by Paola Festa,Meinolf Sellmann,Joaquin Vanschoren Pdf

This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Learning and Optimization, LION 10, which was held on Ischia, Italy, in May/June 2016. The 14 full papers presented together with 9 short papers and 2 GENOPT papers were carefully reviewed and selected from 47 submissions. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to new ideas and methods; challenges and opportunities in various application areas; general trends, and specific developments.

Advances in Optimization and Applications

Nicholas N. Olenev,Yuri G. Evtushenko,Milojica Jaćimović,Michael Khachay,Vlasta Malkova
Advances in Optimization and Applications Book PDF

Author : Nicholas N. Olenev,Yuri G. Evtushenko,Milojica Jaćimović,Michael Khachay,Vlasta Malkova
Publisher : Springer Nature
Page : 291 pages
File Size : 44,9 Mb
Release : 2021-12-08
Category : Mathematics
ISBN : 9783030927110

Get Book

Advances in Optimization and Applications by Nicholas N. Olenev,Yuri G. Evtushenko,Milojica Jaćimović,Michael Khachay,Vlasta Malkova Pdf

This book constitutes the refereed proceedings of the 12th International Conference on Optimization and Applications, OPTIMA 2021, held in Petrovac, Montenegro, in September - October 2021. Due to the COVID-19 pandemic the conference was partially held online. The 19 revised full papers presented were carefully reviewed and selected from 38 submissions. The papers are organized in topical sections on ​​mathematical programming; global optimization; stochastic optimization; optimal control; mathematical economics; optimization in data analysis; applications.