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Design of heuristic algorithms for hard optimization, Taillard, Eric D.


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Автор: Taillard, Eric D.
Название:  Design of heuristic algorithms for hard optimization
ISBN: 9783031137136
Издательство: Springer
Классификация:




ISBN-10: 3031137132
Обложка/Формат: Hardback
Страницы: 287
Вес: 0.62 кг.
Дата издания: 13.10.2022
Серия: Graduate texts in operations research
Язык: Portuguese
Издание: 1st ed. 2023
Иллюстрации: 116 illustrations, color; x, 280 p. 116 illus. in color. with online files/update.; 116 illustrations, color; x, 280 p. 116 illus. in color. with onli
Размер: 160 x 242 x 24
Читательская аудитория: Professional & vocational
Подзаголовок: Rapport de la sixieme session du groupe scientifique consultatif, corpus christi, etats-unis d`amerique, 3 novembre 2013 - informe de la sexta sesion del grupo asesor cientifico, corpus christi, estados unidos de america, 3 de noviembre de 2013
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The book features a wealth of illustrations that allow the concepts to be understood at a glance. The book approaches the main metaheuristics from a new angle, deconstructing them into a few key concepts presented in separate chapters: construction, improvement, decomposition, randomization and learning methods.


Heuristic Search,

Автор: Stefan Edelkamp
Название: Heuristic Search,
ISBN: 0123725127 ISBN-13(EAN): 9780123725127
Издательство: Elsevier Science
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Цена: 10004.00 р. 11115.00 -10%
Наличие на складе: Есть (1 шт.)
Описание: Search has been vital to artificial intelligence from the very beginning as a core technique in problem solving. This title presents a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems.

A New Meta-Heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics

Автор: Castillo Oscar, Rodriguez Luis
Название: A New Meta-Heuristic Optimization Algorithm Based on the String Theory Paradigm from Physics
ISBN: 3030822877 ISBN-13(EAN): 9783030822873
Издательство: Springer
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Цена: 6986.00 р.
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Описание: This book focuses on the fields of nature-inspired algorithms, optimization problems and fuzzy logic. In this book, a new metaheuristic based on String Theory from Physics is proposed. It is important to mention that we have proposed the new algorithm to generate new potential solutions in optimization problems in order to find new ways that could improve the results in solving these problems. We are presenting the results for the proposed method in different cases of study. The first case, is optimization of traditional benchmark mathematical functions. The second case, is the optimization of benchmark functions of the CEC 2015 Competition and we are also presenting results of the CEC 2017 Competition on Constrained Real-Parameter Optimization that are problems that contain the presence of constraints that alter the shape of the search space making them more difficult to solve. Finally, in the third case, we are presenting the optimization of a fuzzy inference system, specifically for finding the optimal design of a fuzzy controller for an autonomous mobile robot. It is important to mention that in all study cases we are presenting statistical tests in or-der to validate the performance of proposed method. In summary, we believe that this book will be of great interest to a wide audience, ranging from engineering and science graduate students, to researchers and professors in computational intelligence, metaheuristics, optimization, robotics and control.

Meta-heuristic Algorithms for Optimal Design of Real-Size Structures

Автор: Kaveh
Название: Meta-heuristic Algorithms for Optimal Design of Real-Size Structures
ISBN: 3319787799 ISBN-13(EAN): 9783319787794
Издательство: Springer
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Цена: 13974.00 р.
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Описание: The contributions in this book discuss large-scale problems like the optimal design of domes, antennas, transmission line towers, barrel vaults and steel frames with different types of limitations such as strength, buckling, displacement and natural frequencies.

Meta-heuristic Optimization Techniques

Название: Meta-heuristic Optimization Techniques
ISBN: 3110716178 ISBN-13(EAN): 9783110716177
Издательство: Walter de Gruyter
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Цена: 24909.00 р.
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Описание:

Without mathematics no science would survive. This especially applies to the engineering sciences which highly depend on the applications of mathematics and mathematical tools such as optimization techniques, finite element methods, differential equations, fluid dynamics, mathematical modelling, and simulation. Neither optimization in engineering, nor the performance of safety-critical system and system security; nor high assurance software architecture and design would be possible without the development of mathematical applications.

De Gruyter Series on the Applications of Mathematics in Engineering and Information Sciences (AMEIS) focusses on the latest applications of engineering and information technology that are possible only with the use of mathematical methods. By identifying the gaps in knowledge of engineering applications the AMEIS series fosters the international interchange between the sciences and keeps the reader informed about the latest developments.

Heuristic Approach to Possibilistic Clustering: Algorithms a

Автор: Viattchenin Dmitri A
Название: Heuristic Approach to Possibilistic Clustering: Algorithms a
ISBN: 3642355358 ISBN-13(EAN): 9783642355356
Издательство: Springer
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Цена: 19591.00 р.
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Описание: In a new approach to possibilistic clustering, the sought clustering structure of the set is based directly on the formal definition of fuzzy cluster and possibilistic memberships are determined directly from the values of the pairwise similarity of objects.

Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance

Автор: Pandian Vasant
Название: Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance
ISBN: 1466620862 ISBN-13(EAN): 9781466620865
Издательство: Mare Nostrum (Eurospan)
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Цена: 28413.00 р.
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Описание: Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance explores the emerging study of meta-heuristics optimization algorithms and methods and their role in innovated real world practical applications. This book is a collection of research on the areas of meta-heuristics optimization algorithms in engineering, business, economics, and finance, and aims to be a comprehensive reference for decision makers, managers, engineers, researchers, scientists, financiers, and economists as well as industrialists.

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic

Автор: Frumen Olivas; Fevrier Valdez; Oscar Castillo; Pat
Название: Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic
ISBN: 3319708503 ISBN-13(EAN): 9783319708508
Издательство: Springer
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Цена: 7685.00 р.
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Описание: Introduction.- Theory and Background.- Problems Statement.- Methodology.- Simulation Results.- Statistical Analysis and Comparison of Results.

Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms

Автор: Eftimov
Название: Deep Statistical Comparison for Meta-heuristic Stochastic Optimization Algorithms
ISBN: 3030969169 ISBN-13(EAN): 9783030969165
Издательство: Springer
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Цена: 19564.00 р.
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Описание: Focusing on comprehensive comparisons of the performance of stochastic optimization algorithms, this book provides an overview of the current approaches used to analyze algorithm performance in a range of common scenarios, while also addressing issues that are often overlooked. In turn, it shows how these issues can be easily avoided by applying the principles that have produced Deep Statistical Comparison and its variants. The focus is on statistical analyses performed using single-objective and multi-objective optimization data. At the end of the book, examples from a recently developed web-service-based e-learning tool (DSCTool) are presented. The tool provides users with all the functionalities needed to make robust statistical comparison analyses in various statistical scenarios. The book is intended for newcomers to the field and experienced researchers alike. For newcomers, it covers the basics of optimization and statistical analysis, familiarizing them with the subject matter before introducing the Deep Statistical Comparison approach. Experienced researchers can quickly move on to the content on new statistical approaches. The book is divided into three parts: Part I: Introduction to optimization, benchmarking, and statistical analysis – Chapters 2-4. Part II: Deep Statistical Comparison of meta-heuristic stochastic optimization algorithms – Chapters 5-7. Part III: Implementation and application of Deep Statistical Comparison – Chapter 8.

Meta-heuristic Algorithms for Optimal Design of Real-Size Structures

Автор: Ali Kaveh; Majid Ilchi Ghazaan
Название: Meta-heuristic Algorithms for Optimal Design of Real-Size Structures
ISBN: 3030076474 ISBN-13(EAN): 9783030076474
Издательство: Springer
Рейтинг:
Цена: 16769.00 р.
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Описание: The contributions in this book discuss large-scale problems like the optimal design of domes, antennas, transmission line towers, barrel vaults and steel frames with different types of limitations such as strength, buckling, displacement and natural frequencies. The authors use a set of definite algorithms for the optimization of all types of structures. They also add a new enhanced version of VPS and information about configuration processes to all chapters. Domes are of special interest to engineers as they enclose a maximum amount of space with a minimum surface and have proven to be very economical in terms of consumption of constructional materials. Antennas and transmission line towers are the one of the most popular structure since these steel lattice towers are inexpensive, strong, light and wind resistant. Architects and engineers choose barrel vaults as viable and often highly suitable forms for covering not only low-cost industrial buildings, warehouses, large-span hangars, indoor sports stadiums, but also large cultural and leisure centers. Steel buildings are preferred in residential as well as commercial buildings due to their high strength and ductility particularly in regions which are prone to earthquakes.

Portfolio Management with Heuristic Optimization

Автор: Dietmar G. Maringer
Название: Portfolio Management with Heuristic Optimization
ISBN: 1441938427 ISBN-13(EAN): 9781441938428
Издательство: Springer
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Цена: 23757.00 р.
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Описание: The second part (Applications and Contributions) consists of five chapters, covering different problems in financial optimization: the effects of (linear, proportional and combined) transaction costs together with integer constraints and limitations on the initital endowment to be invested;

Exact and Heuristic Methods in Combinatorial Optimization: A Study on the Linear Ordering and the Maximum Diversity Problem

Автор: Martн Rafael, Reinelt Gerhard
Название: Exact and Heuristic Methods in Combinatorial Optimization: A Study on the Linear Ordering and the Maximum Diversity Problem
ISBN: 3662648768 ISBN-13(EAN): 9783662648766
Издательство: Springer
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Цена: 16769.00 р.
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Описание: In the last decades, algorithmic advances as well as hardware and software improvements have provided an excellent environment to create and develop solving methods to hard optimization problems.

Advances in Computational and Stochastic Optimization, Logic Programming, and Heuristic Search

Автор: David L. Woodruff
Название: Advances in Computational and Stochastic Optimization, Logic Programming, and Heuristic Search
ISBN: 1441950230 ISBN-13(EAN): 9781441950239
Издательство: Springer
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Цена: 29209.00 р.
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Описание: Computer Science and Operations Research continue to have a synergistic relationship and this book - as a part of the Operations Research and Computer Science Interface Series - sits squarely in the center of the confluence of these two technical research communities.


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