Model Development and Optimization

  • Viktor V. Ivanov

Part of the Applied Optimization book series (APOP, volume 28)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. General Theory

    1. Front Matter
      Pages 1-1
    2. Viktor V. Ivanov
      Pages 3-14
    3. Viktor V. Ivanov
      Pages 15-32
    4. Viktor V. Ivanov
      Pages 33-54
    5. Viktor V. Ivanov
      Pages 55-78
  3. Optimal Numerical Methods

    1. Front Matter
      Pages 79-79
    2. Viktor V. Ivanov
      Pages 99-106
    3. Viktor V. Ivanov
      Pages 107-116
  4. Introduction to Applications

    1. Front Matter
      Pages 117-117
    2. Viktor V. Ivanov
      Pages 129-138
    3. Viktor V. Ivanov
      Pages 139-152
    4. Viktor V. Ivanov
      Pages 173-194
    5. Viktor V. Ivanov
      Pages 195-208
    6. Viktor V. Ivanov
      Pages 209-240
    7. Viktor V. Ivanov
      Pages 241-242
  5. Back Matter
    Pages 243-249

About this book

Introduction

At present, concerning intensive development of computer hardware and software, computer-based methods for modeling of difficult problems have become the main technique for theoretical and applied investigations. Many unsolved tasks for evolutionary systems (ES) are an important class of such problems. ES relate to economic systems on the whole and separate branches and businesses, scientific and art centers, ecological systems, populations, separate species of animals and plants, human organisms, different subsystems of organisms, cells of animals and plants, and soon. Available methods for modeling of complex systems have received considerable attention and led to significant results. No large-scale programs are done without methods of modeling today. Power programs, health programs, cosmos investigations, economy designs, etc. are a few examples of such programs. Nevertheless, in connection with the permanent complication of contemporary problems, existing means are in need of subsequent renovation and perfection. In the monograph, along with analysis of contemporary means, new classes of mathematical models (MM) which can be used for modeling in the most difficult cases are proposed and justified. The main peculiarities of these MM offer possibilities for the description ofES; creation and restoration processes; dynamics of elimination or reservation of obsolete technology in ES; dynamics of resources distribution for fulfillment of internal and external functions ofES; and so on. The complexity of the problems allows us to refer to the theory and applications of these MM as the mathematical theory of development. For simplicity, the title "Model Development and Optimization" was adopted.

Keywords

Mathematica Notation biology conversion ecology modeling network numerical methods optimization simulation

Authors and affiliations

  • Viktor V. Ivanov
    • 1
    • 2
  1. 1.Glushkov Institute of CyberneticsKievUkraine
  2. 2.University of South FloridaTampaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4615-4062-5
  • Copyright Information Springer-Verlag US 1999
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4613-6819-9
  • Online ISBN 978-1-4615-4062-5
  • Series Print ISSN 1384-6485
  • About this book