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Genetic Programming for Production Scheduling: An Evolutionary Learning Approach, Zhang Fangfang, Nguyen Su, Mei Yi


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Автор: Zhang Fangfang, Nguyen Su, Mei Yi
Название:  Genetic Programming for Production Scheduling: An Evolutionary Learning Approach
ISBN: 9789811648588
Издательство: Springer
Классификация:



ISBN-10: 9811648581
Обложка/Формат: Hardcover
Страницы: 270
Вес: 0.69 кг.
Дата издания: 22.10.2021
Серия: Machine learning: foundations, methodologies, and applications
Язык: English
Издание: 1st ed. 2021
Иллюстрации: 105 illustrations, color; 49 illustrations, black and white; xxxiii, 336 p. 154 illus., 105 illus. in color.
Размер: 23.39 x 15.60 x 2.24 cm
Читательская аудитория: Professional & vocational
Подзаголовок: An evolutionary learning approach
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book introduces readers to an evolutionary learning approach, specifically genetic programming (GP), for production scheduling. In Part I, it provides an introduction to production scheduling, existing solution methods, and the GP approach to production scheduling.


Evolutionary Search and the Job Shop

Автор: Dirk C. Mattfeld
Название: Evolutionary Search and the Job Shop
ISBN: 3790809179 ISBN-13(EAN): 9783790809176
Издательство: Springer
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Цена: 12157.00 р.
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Описание: Production scheduling dictates highly constrained mathematical models with complex and often contradicting objectives. This book discusses the suitability of genetic algorithms for production scheduling and presents an approach which produces results comparable with those of more tailored optimization techniques.

Genetic Programming Theory and Practice IV

Автор: Rick Riolo; Terence Soule; Bill Worzel
Название: Genetic Programming Theory and Practice IV
ISBN: 1441941231 ISBN-13(EAN): 9781441941237
Издательство: Springer
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Цена: 23058.00 р.
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Описание: Genetic Programming Theory and Practice IV was developed from the fourth workshop at the University of Michigan`s Center for the Study of Complex Systems. The workshop was convened in May 2006 to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP).

Genetic Programming Theory and Practice XIII

Автор: Rick Riolo; Bill Worzel; Mark Kotanchek; Arthur Ko
Название: Genetic Programming Theory and Practice XIII
ISBN: 3319342215 ISBN-13(EAN): 9783319342214
Издательство: Springer
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Цена: 13275.00 р.
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Описание: These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: multi-objective genetic programming, learning heuristics, Kaizen programming, Evolution of Everything (EvE), lexicase selection, behavioral program synthesis, symbolic regression with noisy training data, graph databases, and multidimensional clustering. It also covers several chapters on best practices and lesson learned from hands-on experience. Additional application areas include financial operations, genetic analysis, and predicting product choice. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant results.

Genetic Programming Theory and Practice XIII

Автор: Riolo Rick, Worzel W. P., Kotanchek Mark
Название: Genetic Programming Theory and Practice XIII
ISBN: 331981706X ISBN-13(EAN): 9783319817064
Издательство: Springer
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Цена: 13974.00 р.
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Описание: These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.

An Integrated Approach in Production Planning and Scheduling

Автор: Stephane Dauzere-Peres; Jean-Bernard Lasserre
Название: An Integrated Approach in Production Planning and Scheduling
ISBN: 3540579052 ISBN-13(EAN): 9783540579052
Издательство: Springer
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Цена: 15372.00 р.
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Описание: It is a common sense remark to say that the whole hierarchical decision process is coherent if the interactions between different levels in the hierarchy are taken into account so that a decision taken at some level in the hierarchy translates into a feasible objective for the next decision level in the hierarchy.

Automatic Quantum Computer Programming

Автор: Lee Spector
Название: Automatic Quantum Computer Programming
ISBN: 1402078943 ISBN-13(EAN): 9781402078941
Издательство: Springer
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Цена: 30606.00 р.
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Описание: Providing an introduction to quantum computing for non-physicists, and to genetic programming for non-computer-scientists, this book explores the ways in which genetic programming support automatic quantum computer programming. It also presents descriptions of techniques, with examples of their human-competitive performance on specific problems.

Production planning by mixed integer programming

Автор: Pochet, Yves Wolsey, Laurence A.
Название: Production planning by mixed integer programming
ISBN: 144192132X ISBN-13(EAN): 9781441921321
Издательство: Springer
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Цена: 8384.00 р.
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Описание: This book provides an introduction to MIP modeling and to planning systems, a unique collection of reformulation results, and an easy to use problem-solving library. This approach is demonstrated through a series of real life case studies, exercises and detailed illustrations.

Location, Scheduling, Design and Integer Programming

Автор: Manfred W. Padberg; Minendra P. Rijal
Название: Location, Scheduling, Design and Integer Programming
ISBN: 0792397150 ISBN-13(EAN): 9780792397151
Издательство: Springer
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Цена: 23757.00 р.
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Описание: This work looks at location, scheduling and design problems which are assignment type problems with quadratic cost functions and occur in many contexts. It classifies the mathematical properties of ten such assignment type problems and addresses computationally.

Location, Scheduling, Design and Integer Programming

Автор: Manfred W. Padberg; Minendra P. Rijal
Название: Location, Scheduling, Design and Integer Programming
ISBN: 1461285968 ISBN-13(EAN): 9781461285960
Издательство: Springer
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Цена: 23757.00 р.
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Mathematical Programming and Financial Objectives for Scheduling Projects

Автор: Alf Kimms
Название: Mathematical Programming and Financial Objectives for Scheduling Projects
ISBN: 1461355613 ISBN-13(EAN): 9781461355618
Издательство: Springer
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Цена: 6986.00 р.
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Описание: The book demonstrates that scheduling must be combined with project selection and financing, and that scheduling helps to give an answer to the planning issue of the amount of resources required for a project.

Constraint-Based Scheduling

Автор: Philippe Baptiste; Claude Le Pape; Wim Nuijten
Название: Constraint-Based Scheduling
ISBN: 1461355745 ISBN-13(EAN): 9781461355748
Издательство: Springer
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Цена: 27950.00 р.
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Описание: Constraint Programming is a problem-solving paradigm that establishes a clear distinction between two pivotal aspects of a problem: (1) a precise definition of the constraints that define the problem to be solved and (2) the algorithms and heuristics enabling the selection of decisions to solve the problem.

Production Planning and Industrial Scheduling:

Автор: Dileep Sule
Название: Production Planning and Industrial Scheduling:
ISBN: 1420044206 ISBN-13(EAN): 9781420044201
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: Features information on single machine scheduling, procedures for due dates, flowshop problems such as the n-job/m-machine problem, minimizing makespan with total penalty and multiple identical machines, batch scheduling for a limited capacity, three day off scheduling, part time employees in tour scheduling, and, scheduling multitask manpower.


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