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Introduction to Global Optimization Exploiting Space-Filling Curves
  • Language: en
  • Pages: 135

Introduction to Global Optimization Exploiting Space-Filling Curves

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 ...

Global Optimization with Non-Convex Constraints
  • Language: en
  • Pages: 717

Global Optimization with Non-Convex Constraints

Everything should be made as simple as possible, but not simpler. (Albert Einstein, Readers Digest, 1977) The modern practice of creating technical systems and technological processes of high effi.ciency besides the employment of new principles, new materials, new physical effects and other new solutions ( which is very traditional and plays the key role in the selection of the general structure of the object to be designed) also includes the choice of the best combination for the set of parameters (geometrical sizes, electrical and strength characteristics, etc.) concretizing this general structure, because the Variation of these parameters ( with the structure or linkage being already set ...

Parallel Computing in Optimization
  • Language: en
  • Pages: 596

Parallel Computing in Optimization

During the last three decades, breakthroughs in computer technology have made a tremendous impact on optimization. In particular, parallel computing has made it possible to solve larger and computationally more difficult prob lems. This volume contains mainly lecture notes from a Nordic Summer School held at the Linkoping Institute of Technology, Sweden in August 1995. In order to make the book more complete, a few authors were invited to contribute chapters that were not part of the course on this first occasion. The purpose of this Nordic course in advanced studies was three-fold. One goal was to introduce the students to the new achievements in a new and very active field, bring them clos...

Data Warehousing and Knowledge Discovery
  • Language: en
  • Pages: 351

Data Warehousing and Knowledge Discovery

  • Type: Book
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  • Published: 2003-08-02
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  • Publisher: Springer

Within the last few years Data Warehousing and Knowledge Discovery technology has established itself as a key technology for enterprises that wish to improve the quality of the results obtained from data analysis, decision support, and the automatic extraction of knowledge from data. The Fourth International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2002) continues a series of successful conferences dedicated to this topic. Its main objective is to bring together researchers and practitioners to discuss research issues and experience in developing and deploying data warehousing and knowledge discovery systems, applications, and solutions. The conference focuses on the log...

Supercomputing
  • Language: en
  • Pages: 551

Supercomputing

This book constitutes the refereed post-conference proceedings of the 7th Russian Supercomputing Days, RuSCDays 2021, held in Moscow, Russia, in September 2021. The 37 revised full papers and 3 short papers presented were carefully reviewed and selected from 99 submissions. The papers are organized in the following topical sections: supercomputer simulation; HPC, BigData, AI: architectures, technologies, tools; and distributed and cloud computing.

Mathematical Models in Natural Science and Engineering
  • Language: en
  • Pages: 561

Mathematical Models in Natural Science and Engineering

This book has come into being as a result ofthe author's lectures on mathematical modelling rendered to the students, BS and MS degree holders specializing in applied mathematics and computer science and to post-graduate students in exact sciences of the Nizhny Novgorod State University after N.!. Lobatchevsky. These lectures are adapted and presented as a single whole ab out mathematical models and modelling. This new course of lectures appeared because the contemporary Russian educational system in applied mathematics rested upon a combination of fundamental and applied mathematics training; this way of training oriented students upon solving only the exactly stated mathematical problems, ...

Simulation-based Search for Hybrid System Control and Analysis
  • Language: en
  • Pages: 350

Simulation-based Search for Hybrid System Control and Analysis

  • Type: Book
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  • Published: 2000
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  • Publisher: Unknown

Abstract: "This dissertation explores new algorithmic approaches to simulation-based optimization, game-tree search, and tree search for the control and analysis of hybrid systems. Hybrid systems are systems that evolve with both discrete and continuous behaviors. Examples of hybrid systems include diverse mode-switching systems such as those we have used as focus problems: stepper motors, magnetic levitation units, and submarine detection avoidance scenarios. For hybrid systems with complex dynamics, the designer may have little other than simulation as a tool to detect design flaws or inform offline or real-time control. In approaching control and analysis of such systems, we thus limit ou...

Optimization, Parallel Processing, and Applications
  • Language: en
  • Pages: 308

Optimization, Parallel Processing, and Applications

This volume contains selected papers presented either at the Oberwolfach Conference on Operations Research, February 1987, or at the three-day workshop on Advanced Computation Techniques, Parallel Processing and Optimization organized by IIASA and the University of Karlsruhe, which immediately followed. The aim of the conferences was to discuss recently developed methods in optimization theory and their practical implementation using advanced computation techniques, especially in parallel processing. The volume is divided into five sections: I. Algorithms and Optimization Methods II. Optimization and Parallel Processing III. Graph Theory and Scheduling IV. Differential Equations and Operator Theory V. Applications.

Encyclopedia of Optimization
  • Language: en
  • Pages: 4646

Encyclopedia of Optimization

The goal of the Encyclopedia of Optimization is to introduce the reader to a complete set of topics that show the spectrum of research, the richness of ideas, and the breadth of applications that has come from this field. The second edition builds on the success of the former edition with more than 150 completely new entries, designed to ensure that the reference addresses recent areas where optimization theories and techniques have advanced. Particularly heavy attention resulted in health science and transportation, with entries such as "Algorithms for Genomics", "Optimization and Radiotherapy Treatment Design", and "Crew Scheduling".

World Directory of Mathematicians
  • Language: en
  • Pages: 920

World Directory of Mathematicians

  • Type: Book
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  • Published: 1994
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  • Publisher: Unknown

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