Metaheuristics For Bi Level Optimization

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Metaheuristics for Bi-level Optimization

Author : El-Ghazali Talbi
Publisher : Springer
ISBN 13 : 3642378382
Total Pages : 298 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Metaheuristics for Bi-level Optimization by : El-Ghazali Talbi

Download or read book Metaheuristics for Bi-level Optimization written by El-Ghazali Talbi and published by Springer. This book was released on 2013-04-09 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a complete background on metaheuristics to solve complex bi-level optimization problems (continuous/discrete, mono-objective/multi-objective) in a diverse range of application domains. Readers learn to solve large scale bi-level optimization problems by efficiently combining metaheuristics with complementary metaheuristics and mathematical programming approaches. Numerous real-world examples of problems demonstrate how metaheuristics are applied in such fields as networks, logistics and transportation, engineering design, finance and security.

Bilevel Optimization

Author : Stephan Dempe
Publisher : Springer Nature
ISBN 13 : 3030521192
Total Pages : 679 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Bilevel Optimization by : Stephan Dempe

Download or read book Bilevel Optimization written by Stephan Dempe and published by Springer Nature. This book was released on 2020-11-23 with total page 679 pages. Available in PDF, EPUB and Kindle. Book excerpt: 2019 marked the 85th anniversary of Heinrich Freiherr von Stackelberg’s habilitation thesis “Marktform und Gleichgewicht,” which formed the roots of bilevel optimization. Research on the topic has grown tremendously since its introduction in the field of mathematical optimization. Besides the substantial advances that have been made from the perspective of game theory, many sub-fields of bilevel optimization have emerged concerning optimal control, multiobjective optimization, energy and electricity markets, management science, security and many more. Each chapter of this book covers a specific aspect of bilevel optimization that has grown significantly or holds great potential to grow, and was written by top experts in the corresponding area. In other words, unlike other works on the subject, this book consists of surveys of different topics on bilevel optimization. Hence, it can serve as a point of departure for students and researchers beginning their research journey or pursuing related projects. It also provides a unique opportunity for experienced researchers in the field to learn about the progress made so far and directions that warrant further investigation. All chapters have been peer-reviewed by experts on mathematical optimization.

Random-Like Bi-level Decision Making

Author : Jiuping Xu
Publisher : Springer
ISBN 13 : 9811017689
Total Pages : 411 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis Random-Like Bi-level Decision Making by : Jiuping Xu

Download or read book Random-Like Bi-level Decision Making written by Jiuping Xu and published by Springer. This book was released on 2016-08-29 with total page 411 pages. Available in PDF, EPUB and Kindle. Book excerpt: Among the various multi-level formulations of mathematical models in decision making processes, this book focuses on the bi-level model. Being the most frequently used, the bi-level model addresses conflicts which exist in multi-level decision making processes. From the perspective of bi-level structure and uncertainty, this book takes real-life problems as the background, focuses on the so-called random-like uncertainty, and develops the general framework of random-like bi-level decision making problems. The random-like uncertainty considered in this book includes random phenomenon, random-overlapped random (Ra-Ra) phenomenon and fuzzy-overlapped random (Ra-Fu) phenomenon. Basic theory, models, algorithms and practical applications for different types of random-like bi-level decision making problems are also presented in this book.

Bioinspired Heuristics for Optimization

Author : El-Ghazali Talbi
Publisher : Springer
ISBN 13 : 3319951041
Total Pages : 314 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Bioinspired Heuristics for Optimization by : El-Ghazali Talbi

Download or read book Bioinspired Heuristics for Optimization written by El-Ghazali Talbi and published by Springer. This book was released on 2018-08-18 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents recent research on bioinspired heuristics for optimization. Learning- based and black-box optimization exhibit some properties of intrinsic parallelization, and can be used for various optimizations problems. Featuring the most relevant work presented at the 6th International Conference on Metaheuristics and Nature Inspired Computing, held at Marrakech (Morocco) from 27th to 31st October 2016, the book presents solutions, methods, algorithms, case studies, and software. It is a valuable resource for research academics and industrial practitioners.

Artificial Life and Computational Intelligence

Author : Tapabrata Ray
Publisher : Springer
ISBN 13 : 3319282700
Total Pages : 380 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Artificial Life and Computational Intelligence by : Tapabrata Ray

Download or read book Artificial Life and Computational Intelligence written by Tapabrata Ray and published by Springer. This book was released on 2016-01-22 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the Second Australasian Conference on Artificial Life and Computational Intelligence, ACALCI 2016, held in Canberra, ACT, Australia, in February 2016. The 30 full papers presented in this volume were carefully reviewed and selected from 41 submissions. They are organized in topical sections named: mathematical modeling and theory; learning and optimization; planning and scheduling; feature selection; and applications and games.

Soft Computing Applications

Author : Valentina Emilia Balas
Publisher : Springer Nature
ISBN 13 : 3030521907
Total Pages : 500 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Soft Computing Applications by : Valentina Emilia Balas

Download or read book Soft Computing Applications written by Valentina Emilia Balas and published by Springer Nature. This book was released on 2020-08-17 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 8th International Workshop on Soft Computing Applications, SOFA 2018, held on 13–15 September 2018 in Arad, Romania. The workshop was organized by Aurel Vlaicu University of Arad, in conjunction with the Institute of Computer Science, Iasi Branch of the Romanian Academy, IEEE Romanian Section, Romanian Society of Control Engineering and Technical Informatics – Arad Section, General Association of Engineers in Romania – Arad Section and BTM Resources Arad. The papers included in these proceedings, published post-conference, cover the research including Knowledge-Based Technologies for Web Applications, Cloud Computing, Security Algorithms and Computer Networks, Business Process Management, Computational Intelligence in Education and Modelling and Applications in Textiles and many other areas related to the Soft Computing. The book is directed to professors, researchers, and graduate students in area of soft computing techniques and applications.

Hybrid Quantum Metaheuristics

Author : Siddhartha Bhattacharyya
Publisher : CRC Press
ISBN 13 : 1000578208
Total Pages : 324 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Hybrid Quantum Metaheuristics by : Siddhartha Bhattacharyya

Download or read book Hybrid Quantum Metaheuristics written by Siddhartha Bhattacharyya and published by CRC Press. This book was released on 2022-05-07 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: The reference text introduces the principles of quantum mechanics to evolve hybrid metaheuristics-based optimization techniques useful for real world engineering and scientific problems. The text covers advances and trends in methodological approaches, theoretical studies, mathematical and applied techniques related to hybrid quantum metaheuristics and their applications to engineering problems. The book will be accompanied by additional resources including video demonstration for each chapter. It will be a useful text for graduate students and professional in the field of electrical engineering, electronics and communications engineering, and computer science engineering, this text: Discusses quantum mechanical principles in detail. Emphasizes the recent and upcoming hybrid quantum metaheuristics in a comprehensive manner. Provides comparative statistical test analysis with conventional hybrid metaheuristics. Highlights real-life case studies, applications, and video demonstrations.

Bioinspired Optimization Methods and Their Applications

Author : Bogdan Filipič
Publisher : Springer Nature
ISBN 13 : 3030637107
Total Pages : 322 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Bioinspired Optimization Methods and Their Applications by : Bogdan Filipič

Download or read book Bioinspired Optimization Methods and Their Applications written by Bogdan Filipič and published by Springer Nature. This book was released on 2020-11-16 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Conference on Bioinspired Optimization Methods and Their Applications, BIOMA 2020, held in Brussels, Belgium, in November 2020. The 24 full papers presented in this book were carefully reviewed and selected from 68 submissions. The papers in this BIOMA proceedings specialized in bioinspired algorithms as a means for solving the optimization problems and came in two categories: theoretical studies and methodology advancements on the one hand, and algorithm adjustments and their applications on the other. Due to the Corona pandemic BIOMA 2020 was held as a virtual event.

Mathematical Optimization Theory and Operations Research: Recent Trends

Author : Yury Kochetov
Publisher : Springer Nature
ISBN 13 : 3031162242
Total Pages : 358 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Mathematical Optimization Theory and Operations Research: Recent Trends by : Yury Kochetov

Download or read book Mathematical Optimization Theory and Operations Research: Recent Trends written by Yury Kochetov and published by Springer Nature. This book was released on 2022-09-29 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 21st International Conference on Mathematical Optimization Theory and Operations Research, MOTOR 2022, held in Petrozavodsk, Russia, in July 2022. The 21 full papers and 3 short papers presented in this volume were carefully reviewed and selected from a total of 88 submissions. The papers in the volume are organised according to the following topical headings: invited talks; integer programming and combinatorial optimization; mathematical programming; game theory and optimal control; operational research applications.

Fuzzy and Multi-Level Decision Making: Soft Computing Approaches

Author : Chi-Bin Cheng
Publisher : Springer
ISBN 13 : 3319925253
Total Pages : 225 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Fuzzy and Multi-Level Decision Making: Soft Computing Approaches by : Chi-Bin Cheng

Download or read book Fuzzy and Multi-Level Decision Making: Soft Computing Approaches written by Chi-Bin Cheng and published by Springer. This book was released on 2018-12-14 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive overview of cutting-edge approaches for decision-making in hierarchical organizations. It presents soft-computing-based techniques, including fuzzy sets, neural networks, genetic algorithms and particle swarm optimization, and shows how these approaches can be effectively used to deal with problems typical of this kind of organization. After introducing the main classical approaches applied to multiple-level programming, the book describes a set of soft-computing techniques, demonstrating their advantages in providing more efficient solutions to hierarchical decision-making problems compared to the classical methods. Based on the book Fuzzy and Multi-Level Decision Making (Springer, 2001) by Lee E.S and Shih, H., this second edition has been expanded to include the most recent findings and methods and a broader spectrum of soft computing approaches. All the algorithms are presented in detail, together with a wealth of practical examples and solutions to real-world problems, providing students, researchers and professionals with a timely, practice-oriented reference guide to the area of interactive fuzzy decision making, multi-level programming and hierarchical optimization.

Bilevel Programming Problems

Author : Stephan Dempe
Publisher : Springer
ISBN 13 : 3662458276
Total Pages : 332 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Bilevel Programming Problems by : Stephan Dempe

Download or read book Bilevel Programming Problems written by Stephan Dempe and published by Springer. This book was released on 2015-01-28 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes recent theoretical findings relevant to bilevel programming in general, and in mixed-integer bilevel programming in particular. It describes recent applications in energy problems, such as the stochastic bilevel optimization approaches used in the natural gas industry. New algorithms for solving linear and mixed-integer bilevel programming problems are presented and explained.

Optimization Under Uncertainty with Applications to Aerospace Engineering

Author : Massimiliano Vasile
Publisher : Springer Nature
ISBN 13 : 3030601668
Total Pages : 573 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Optimization Under Uncertainty with Applications to Aerospace Engineering by : Massimiliano Vasile

Download or read book Optimization Under Uncertainty with Applications to Aerospace Engineering written by Massimiliano Vasile and published by Springer Nature. This book was released on 2021-02-15 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an expanding world with limited resources, optimization and uncertainty quantification have become a necessity when handling complex systems and processes. This book provides the foundational material necessary for those who wish to embark on advanced research at the limits of computability, collecting together lecture material from leading experts across the topics of optimization, uncertainty quantification and aerospace engineering. The aerospace sector in particular has stringent performance requirements on highly complex systems, for which solutions are expected to be optimal and reliable at the same time. The text covers a wide range of techniques and methods, from polynomial chaos expansions for uncertainty quantification to Bayesian and Imprecise Probability theories, and from Markov chains to surrogate models based on Gaussian processes. The book will serve as a valuable tool for practitioners, researchers and PhD students.

Optimization Problems and Their Applications

Author : Anton Eremeev
Publisher : Springer
ISBN 13 : 3319938002
Total Pages : 351 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Optimization Problems and Their Applications by : Anton Eremeev

Download or read book Optimization Problems and Their Applications written by Anton Eremeev and published by Springer. This book was released on 2018-06-29 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes extended, revised and selected papers from the 7th International Conference on Optimization Problems and Their Applications, OPTA 2018, held in Omsk, Russia in July 2018. The 27 papers presented in this volume were carefully reviewed and selected from a total of 73 submissions. The papers are listed in thematic sections, namely location problems, scheduling and routing problems, optimization problems in data analysis, mathematical programming, game theory and economical applications, applied optimization problems and metaheuristics.

Artificial Intelligence and Cognitive Science

Author : Luca Longo
Publisher : Springer Nature
ISBN 13 : 303126438X
Total Pages : 547 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Artificial Intelligence and Cognitive Science by : Luca Longo

Download or read book Artificial Intelligence and Cognitive Science written by Luca Longo and published by Springer Nature. This book was released on 2023-02-22 with total page 547 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book constitutes selected papers presented during the 30th Irish Conference on Artificial Intelligence and Cognitive Science, held in Munster, Ireland, in December 2022. The 41 presented papers were thoroughly reviewed and selected from the 102 submissions. They are organized in topical sections on machine learning, deep learning and applications; responsible and trustworthy artificial intelligence; natural language processing and recommender systems; knowledge representation, reasoning, optimisation and intelligent applications.

Essentials of Metaheuristics (Second Edition)

Author : Sean Luke
Publisher :
ISBN 13 : 9781300549628
Total Pages : 242 pages
Book Rating : 4.5/5 (496 download)

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Book Synopsis Essentials of Metaheuristics (Second Edition) by : Sean Luke

Download or read book Essentials of Metaheuristics (Second Edition) written by Sean Luke and published by . This book was released on 2012-12-20 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: Interested in the Genetic Algorithm? Simulated Annealing? Ant Colony Optimization? Essentials of Metaheuristics covers these and other metaheuristics algorithms, and is intended for undergraduate students, programmers, and non-experts. The book covers a wide range of algorithms, representations, selection and modification operators, and related topics, and includes 71 figures and 135 algorithms great and small. Algorithms include: Gradient Ascent techniques, Hill-Climbing variants, Simulated Annealing, Tabu Search variants, Iterated Local Search, Evolution Strategies, the Genetic Algorithm, the Steady-State Genetic Algorithm, Differential Evolution, Particle Swarm Optimization, Genetic Programming variants, One- and Two-Population Competitive Coevolution, N-Population Cooperative Coevolution, Implicit Fitness Sharing, Deterministic Crowding, NSGA-II, SPEA2, GRASP, Ant Colony Optimization variants, Guided Local Search, LEM, PBIL, UMDA, cGA, BOA, SAMUEL, ZCS, XCS, and XCSF.

The Palgrave Handbook of Operations Research

Author : Saïd Salhi
Publisher : Springer Nature
ISBN 13 : 3030969355
Total Pages : 923 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis The Palgrave Handbook of Operations Research by : Saïd Salhi

Download or read book The Palgrave Handbook of Operations Research written by Saïd Salhi and published by Springer Nature. This book was released on 2022-07-07 with total page 923 pages. Available in PDF, EPUB and Kindle. Book excerpt: Operations Research (OR) is a fast-evolving field, which is having a significant impact on its neighbouring disciplines of Business Analytics and Data Science, and on contemporary business and management practices. This handbook provides a comprehensive and cutting edge collection of studies in the area. Views differ on what should be included within the scope of OR. The editors of this volume have taken the view that an inclusive stance is the most helpful, both for theory and practice. Real-world problems often require consideration from both ‘softer’ and ‘harder’ perspectives and need consideration of both predictive and prescriptive problems. In accordance with this inclusive approach to OR, the book is divided into six parts, covering Discrete Optimization, Continuous Optimization, Heuristic Search Optimization, Forecasting, Simulation and Prediction, Problem Structuring and Behavioural OR, and finally some recent OR Applications. This wide-ranging handbook includes a culturally diverse collection of authors, with different perspectives and backgrounds around Operations Research. It will be of tremendous value to researchers, students and practitioners in the field of OR

Innovative Approaches and Solutions in Advanced Intelligent Systems

Author : Svetozar Margenov
Publisher : Springer
ISBN 13 : 3319322079
Total Pages : 331 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Innovative Approaches and Solutions in Advanced Intelligent Systems by : Svetozar Margenov

Download or read book Innovative Approaches and Solutions in Advanced Intelligent Systems written by Svetozar Margenov and published by Springer. This book was released on 2016-04-29 with total page 331 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is a selected collection of papers presented and discussed at the International Conference “Advanced Computing for Innovation (AComIn 2015)”. The Conference was held at 10th -11th of November, 2015 in Sofia, Bulgaria and was aimed at providing a forum for international scientific exchange between Central/Eastern Europe and the rest of the world on several fundamental topics of computational intelligence. The papers report innovative approaches and solutions in hot topics of computational intelligence – advanced computing, language and semantic technologies, signal and image processing, as well as optimization and intelligent control.