rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Engineering optimization
    sub title: applications, methods and analysis
  name:
    name part: Rhinehart, R. Russell
    name part: 1946-
    role:
      role term: creator
    role:
      role term: author.
  type of resource: text
  genre: elektronické knihy
  genre: electronic books
  origin info:
    place:
      place term: nju
    date issued: 2018
    edition: First edition.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xxxvii, 731 pages)
  abstract: Optimization is an inherent human tendency that gained new life after the advent of calculus; now, as the world grows increasingly reliant on complex systems, optimization has become both more important and more challenging than ever before. Engineering Optimization provides a practically-focused introduction to modern engineering optimization best practices, covering fundamental analytical and numerical techniques throughout each stage of the optimization process. Although essential algorithms are explained in detail, the focus lies more in the human function: how to create an appropriate objective function, choose decision variables, identify and incorporate constraints, define convergence, and other critical issues that define the success or failure of an optimization project. Examples, exercises, and homework throughout reinforce the author's "do, not study" approach to learning, underscoring the application-oriented discussion that provides a deep, generic understanding of the optimization process that can be applied to any field. Providing excellent reference for students or professionals, Engineering Optimization: Describes and develops a variety of algorithms, including gradient based (such as Newton's, and Levenberg-Marquardt), direct search (such as Hooke-Jeeves, Leapfrogging, and Particle Swarm), along with surrogate functions for surface characterization Provides guidance on optimizer choice by application, and explains how to determine appropriate optimizer parameter values Details current best practices for critical stages of specifying an optimization procedure, including decision variables, defining constraints, and relationship modeling Provides access to software and Visual Basic macros for Excel on the companion website, along with solutions to examples presented in the book Clear explanations, explicit equation derivations, and practical examples make this book ideal for use as part of a class or self-study, assuming a basic understanding of stat…
  table of contents: Intro; Title Page; Copyright Page; Contents; Preface; Acknowledgments; Nomenclature; About the Companion Website; Section 1 Introductory Concepts; Chapter 1 Optimization: Introduction and Concepts; 1.1 Optimization and Terminology; 1.2 Optimization Concepts and Definitions; 1.3 Examples; 1.4 Terminology Continued; 1.4.1 Constraint; 1.4.2 Feasible Solutions; 1.4.3 Minimize or Maximize; 1.4.4 Canonical Form of the Optimization Statement; 1.5 Optimization Procedure; 1.6 Issues That Shape Optimization Procedures; 1.7 Opposing Trends; 1.8 Uncertainty
  table of contents: 1.9 Over- and Under-specification in Linear Equations1.10 Over- and Under-specification in Optimization; 1.11 Test Functions; 1.12 Significant Dates in Optimization; 1.13 Iterative Procedures; 1.14 Takeaway; 1.15 Exercises; Chapter 2 Optimization Application Diversity and Complexity; 2.1 Optimization; 2.2 Nonlinearity; 2.3 Min, Max, Minâ#x80;#x93;Max, Maxâ#x80;#x93;Min, ; 2.4 Integers and Other Discretization; 2.5 Conditionals and Discontinuities: Cliffs Ridges/Valleys; 2.6 Procedures, Not Equations; 2.7 Static and Dynamic Models; 2.8 Path Integrals
  table of contents: 2.9 Economic Optimization and Other Nonadditive Cost Functions2.10 Reliability; 2.11 Regression; 2.12 Deterministic and Stochastic; 2.13 Experimental w.r.t. Modeled OF; 2.14 Single and Multiple Optima; 2.15 Saddle Points; 2.16 Inflections; 2.17 Continuum and Discontinuous DVs; 2.18 Continuum and Discontinuous Models; 2.19 Constraints and Penalty Functions; 2.20 Ranks and Categorization: Discontinuous OFs; 2.21 Underspecified OFs; 2.22 Takeaway; 2.23 Exercises; Chapter 3 Validation: Knowing That the Answer Is Right; 3.1 Introduction; 3.2 Validation; 3.3 Advice on Becoming Proficient
  table of contents: 3.4 Takeaway3.5 Exercises; Section 2 Univariate Search Techniques; Chapter 4 Univariate (Single DV) Search Techniques; 4.1 Univariate (Single DV); 4.2 Analytical Method of Optimization; 4.2.1 Issues with the Analytical Approach; 4.3 Numerical Iterative Procedures; 4.3.1 NewtonÂś Methods; 4.3.2 Successive Quadratic (A Surrogate Model or Approximating Model Method); 4.4 Direct Search Approaches; 4.4.1 Bisection Method; 4.4.2 Golden Section Method; 4.4.3 Perspective at This Point; 4.4.4 Heuristic Direct Search; 4.4.5 Leapfrogging; 4.4.6 LF for Stochastic Functions
  table of contents: 4.5 Perspectives on Univariate Search Methods4.6 Evaluating Optimizers; 4.7 Summary of Techniques; 4.7.1 Analytical Method; 4.7.2 NewtonÂś (and Variants Like Secant); 4.7.3 Successive Quadratic; 4.7.4 Golden Section Method; 4.7.5 Heuristic Direct; 4.7.6 Leapfrogging; 4.8 Takeaway; 4.9 Exercises; Chapter 5 Path Analysis; 5.1 Introduction; 5.2 Path Examples; 5.3 Perspective About Variables; 5.4 Path Distance Integral; 5.5 Accumulation along a Path; 5.6 Slope along a Path; 5.7 Parametric Path Notation; 5.8 Takeaway; 5.9 Exercises; Chapter 6 Stopping and Convergence Criteria: 1-D Applications
  note: by R. Russell Rhinehart.
  note: Includes index.
  note: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  subject:
    topic: Engineering
    topic: Mathematical models
  subject:
    topic: Mathematical optimization
  related item:
    title info:
      title: Engineering optimization
    name:
      name part: Rhinehart, R. Russell, 1946-
    origin info:
      publisher: Hoboken, NJ : John Wiley & Sons, 2018
      edition: First edition.
    identifier: (DLC) 2017052555
  identifier: 9781118936313
  identifier: 1118936310
  identifier: 9781118936320
  identifier: 1118936329
  identifier: 9781523119189
  identifier: 1523119187
  identifier: 1118936337
  identifier: 9781118936337
  identifier: https://proxy.k.utb.cz/login
  access condition: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  record info:
    record content source: DLC
    record creation date: 171212
    record change date: 20240717213016.0
    record identifier: kn-on1019838147
    language of cataloging:
      language term: eng