Artículos relacionados a Optimization Techniques and Applications with Examples

Optimization Techniques and Applications with Examples - Tapa dura

Yang, Xin-She

 
9781119490548: Optimization Techniques and Applications with Examples
Tapa dura
ISBN 10: 1119490545 ISBN 13: 9781119490548
Editorial: Wiley, 2018

Sinopsis

A guide to modern optimization applications and techniques in newly emerging areas spanning optimization, data science, machine intelligence, engineering, and computer sciences 

Optimization Techniques and Applications with Examples introduces the fundamentals of all the commonly used techniques in optimization that encompass the broadness and diversity of the methods (traditional and new) and algorithms. The author―a noted expert in the field―covers a wide range of topics including mathematical foundations, optimization formulation, optimality conditions, algorithmic complexity, linear programming, convex optimization, and integer programming.  In addition, the book discusses artificial neural network, clustering and classifications, constraint-handling, queueing theory, support vector machine and multi-objective optimization, evolutionary computation, nature-inspired algorithms and many other topics.

Designed as a practical resource, all topics are explained in detail with step-by-step examples to show how each method works. The book’s exercises test the acquired knowledge that can be potentially applied to real problem solving. By taking an informal approach to the subject, the author helps readers to rapidly acquire the basic knowledge in optimization, operational research, and applied data mining.  This important resource:

  • Offers an accessible and state-of-the-art introduction to the main optimization techniques
  • Contains both traditional optimization techniques and the most current algorithms and swarm intelligence-based techniques
  • Presents a balance of theory, algorithms, and implementation
  • Includes more than 100 worked examples with step-by-step explanations 

Written for upper undergraduates and graduates in a standard course on optimization, operations research and data mining, Optimization Techniques and Applications with Examples is a highly accessible guide to understanding the fundamentals of all the commonly used techniques in optimization.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

XIN-SHE YANG, PHD, is Reader/Professor in Modelling and Optimization at Middlesex University London. He is also an elected Bye-Fellow and College Lecturer at Cambridge University, Adjunct Professor at Reykjavik University, Iceland, as well as Distinguished Chair Professor at Xi'an Polytechnic University, China.

De la contraportada

A Guide to Modern Optimization Applications and Techniques in Newly Emerging Areas Spanning Optimization, Data Science, Machine Intelligence, Engineering, and Computer Sciences

Optimization Techniques and Applications with Examples introduces the fundamentals of all the commonly used techniques in optimization that encompass the broadness and diversity of the methods (traditional and new) and algorithms. The author?a noted expert in the field?covers a wide range of topics including mathematical foundations, optimization formulation, optimality conditions, algorithmic complexity, linear programming, convex optimization, and integer programming. In addition, the book discusses artificial neural network, clustering and classifications, constraint-handling, queueing theory, support vector machine and multi-objective optimization, evolutionary computation, nature-inspired algorithms, and many other topics.

Designed as a practical resource, all topics are explained in detail with step-by-step examples to show how each method works. The book's exercises test the acquired knowledge that can be potentially applied to real problem solving. By taking an informal approach to the subject, the author helps readers to rapidly acquire the basic knowledge in optimization, operational research, and applied data mining. This important resource:

  • Offers an accessible and state-of-the-art introduction to the main optimization techniques
  • Contains both traditional optimization techniques and the most current algorithms and swarm intelligence-based techniques
  • Presents a balance of theory, algorithms, and implementation
  • Includes more than 100 worked examples with step-by-step explanations

    • Written for upper undergraduates and graduates in a standard course on optimization, operations research and data mining, Optimization Techniques and Applications with Examples is a highly accessible guide to understanding the fundamentals of all the commonly used techniques in optimization.

    "Sobre este título" puede pertenecer a otra edición de este libro.

    Editorial
    Wiley
    Año de publicación
    2018
    Idioma
    Inglés
    ISBN 10 
    1119490545
    ISBN 13 
    9781119490548
    Encuadernación
    Tapa dura
    Número de páginas
    384
    Contacto del fabricante
    no disponible
    Persona responsable
    no disponible