Fangfang Zhang's Books

Genetic Programming for Production Scheduling

An Evolutionary Learning Approach

By: Fangfang Zhang,Su Nguyen,Yi Mei,Mengjie Zhang

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Genetic Programming for Production Scheduling

An Evolutionary Learning Approach

By: Fangfang Zhang,Su Nguyen,Yi Mei,Mengjie Zhang

This book introduces readers to an evolutionary learning approach, specifically genetic programming (GP), for production scheduling. The book is divided into six parts. In Part I, it provides an introduction to production scheduling, existing solution methods, and the GP approach to production scheduling. Characteristics of production environments, problem formulations, an abstract GP framework for production scheduling, and evaluation criteria are also presented. Part II shows various ways that GP can be employed to solve static production scheduling problems and their connections with conventional operation research methods. In turn, Part III shows how to design GP algorithms for dynamic production scheduling problems and describes advanced techniques for enhancing GP’s performance, including feature selection, surrogate modeling, and specialized genetic operators. In Part IV, the book addresses how to use heuristics to deal with multiple, potentially conflicting objectives in production scheduling problems, and presents an advanced multi-objective approach with cooperative coevolution techniques or multi-tree representations. Part V demonstrates how to use multitask learning techniques in the hyper-heuristics space for production scheduling. It also shows how surrogate techniques and assisted task selection strategies can benefit multitask learning with GP for learning heuristics in the context of production scheduling. Part VI rounds out the text with an outlook on the future. Given its scope, the book benefits scientists, engineers, researchers, practitioners, postgraduates, and undergraduates in the areas of machine learning, artificial intelligence, evolutionary computation, operations research, and industrial engineering.

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Page Count

357

Publisher

Springer Nature

Published Date

ISBN 10

981164859X

ISBN 13

9789811648595

Vanishing Viscosity Method

Solutions to Nonlinear Systems

By: Boling Guo,Dongfen Bian,Fangfang Li,Xiaoyu Xi

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Vanishing Viscosity Method

Solutions to Nonlinear Systems

By: Boling Guo,Dongfen Bian,Fangfang Li,Xiaoyu Xi

The book summarizes several mathematical aspects of the vanishing viscosity method and considers its applications in studying dynamical systems such as dissipative systems, hyperbolic conversion systems and nonlinear dispersion systems. Including original research results, the book demonstrates how to use such methods to solve PDEs and is an essential reference for mathematicians, physicists and engineers working in nonlinear science. Contents: Preface Sobolev Space and Preliminaries The Vanishing Viscosity Method of Some Nonlinear Evolution System The Vanishing Viscosity Method of Quasilinear Hyperbolic System Physical Viscosity and Viscosity of Difference Scheme Convergence of Lax–Friedrichs Scheme, Godunov Scheme and Glimm Scheme Electric–Magnetohydrodynamic Equations References

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Page Count

570

Publisher

Walter de Gruyter GmbH & Co KG

Published Date

ISBN 10

3110494272

ISBN 13

9783110494273

PFASs in the Nordic environment

Screening of Poly- and Perfluoroalkyl Substances (PFASs) and Extractable Organic Fluorine (EOF) in the Nordic Environment

By: Anna Kärrman,Thanh Wang,Roland Kallenborn,Anne Marie Langseter,Siri Merete Grønhovd,Erik Magnus Ræder,Jan Ludvig Lyche,Leo Yeung,Fangfang Chen,Ulrika Eriksson,Rudolf Aro,Felicia Fredriksson

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PFASs in the Nordic environment

Screening of Poly- and Perfluoroalkyl Substances (PFASs) and Extractable Organic Fluorine (EOF) in the Nordic Environment

By: Anna Kärrman,Thanh Wang,Roland Kallenborn,Anne Marie Langseter,Siri Merete Grønhovd,Erik Magnus Ræder,Jan Ludvig Lyche,Leo Yeung,Fangfang Chen,Ulrika Eriksson,Rudolf Aro,Felicia Fredriksson

This report describes a screening study of in all ninety-nine conventional and emerging per- and polyfluoroalkyl substances (PFASs) in the Nordic environment. In addition, extractable organic fluorine (EOF) was analysed. The latter can provide the amount, but not identity, of organofluorine in the samples, which in turn can be used to assess the mass balance between known and unknown PFASs. The study was initiated by the Nordic Screening Group and funded by these and the Nordic Council of Ministers through the Chemicals Group.A total of 102 samples were analyzed in this study, including bird eggs, fish, marine mammals, terrestrial mammals, surface water, WWTP effluents and sludge, and air. Samples were collected by institutes from the participating countries and self-governing areas; Denmark, Faroe Islands, Finland, Greenland, Iceland, Norway, and Sweden.

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Page Count

156

Publisher

Nordic Council of Ministers

Published Date

ISBN 10

9289360623

ISBN 13

9789289360623

Genetic Programming for Production Scheduling

An Evolutionary Learning Approach

By: Fangfang Zhang,Su Nguyen,Yi Mei,Mengjie Zhang

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Genetic Programming for Production Scheduling

An Evolutionary Learning Approach

By: Fangfang Zhang,Su Nguyen,Yi Mei,Mengjie Zhang

Average ratings

N/A

Write a review

Solve jigsaw puzzle

Age

Page Count

357

Publisher

Springer Nature

Published Date

ISBN 10

981164859X

ISBN 13

9789811648595

Book's by Fangfang Zhang

Genetic Programming for Production Scheduling

Genetic Programming for Production Scheduling

Vanishing Viscosity Method

Vanishing Viscosity Method

PFASs in the Nordic environment

PFASs in the Nordic environment

Genetic Programming for Production Scheduling

Genetic Programming for Production Scheduling

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