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

Synopsis

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

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.

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Book Info

Publication date

9th August 2017

Author

Panos M. Pardalos, Antanas Zilinskas, Julius Zilinskas

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Publisher

Springer International Publishing AG

Format

Hardback
192 pages

Categories

Optimization
Numerical analysis
Mathematical modelling

ISBN

9783319610054

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