Configurable Intelligent Optimization Algorithm PDF Download
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Author | : Fei Tao |
Publisher | : Springer |
Total Pages | : 364 |
Release | : 2014-08-18 |
Genre | : Computers |
ISBN | : 3319088408 |
Download Configurable Intelligent Optimization Algorithm Book in PDF, ePub and Kindle
Presenting the concept and design and implementation of configurable intelligent optimization algorithms in manufacturing systems, this book provides a new configuration method to optimize manufacturing processes. It provides a comprehensive elaboration of basic intelligent optimization algorithms, and demonstrates how their improvement, hybridization and parallelization can be applied to manufacturing. Furthermore, various applications of these intelligent optimization algorithms are exemplified in detail, chapter by chapter. The intelligent optimization algorithm is not just a single algorithm; instead it is a general advanced optimization mechanism which is highly scalable with robustness and randomness. Therefore, this book demonstrates the flexibility of these algorithms, as well as their robustness and reusability in order to solve mass complicated problems in manufacturing. Since the genetic algorithm was presented decades ago, a large number of intelligent optimization algorithms and their improvements have been developed. However, little work has been done to extend their applications and verify their competence in solving complicated problems in manufacturing. This book will provide an invaluable resource to students, researchers, consultants and industry professionals interested in engineering optimization. It will also be particularly useful to three groups of readers: algorithm beginners, optimization engineers and senior algorithm designers. It offers a detailed description of intelligent optimization algorithms to algorithm beginners; recommends new configurable design methods for optimization engineers, and provides future trends and challenges of the new configuration mechanism to senior algorithm designers.
Author | : Youssef Hamadi |
Publisher | : Springer |
Total Pages | : 533 |
Release | : 2012-10-01 |
Genre | : Computers |
ISBN | : 3642344135 |
Download Learning and Intelligent Optimization Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the 6th International Conference on Learning and Intelligent Optimization, LION 6, held in Paris, France, in January 2012. The 23 long and 30 short revised papers were carefully reviewed and selected from a total of 99 submissions. The papers focus on the intersections and uncharted territories between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. In addition to the paper contributions the conference also included 3 invited speakers, who presented forefront research results and frontiers, and 3 tutorial talks, which were crucial in bringing together the different components of LION community.
Author | : Roberto Battiti |
Publisher | : Springer Science & Business Media |
Total Pages | : 198 |
Release | : 2008-12-16 |
Genre | : Business & Economics |
ISBN | : 0387096248 |
Download Reactive Search and Intelligent Optimization Book in PDF, ePub and Kindle
Reactive Search and Intelligent Optimization is an excellent introduction to the main principles of reactive search, as well as an attempt to develop some fresh intuition for the approaches. The book looks at different optimization possibilities with an emphasis on opportunities for learning and self-tuning strategies. While focusing more on methods than on problems, problems are introduced wherever they help make the discussion more concrete, or when a specific problem has been widely studied by reactive search and intelligent optimization heuristics. Individual chapters cover reacting on the neighborhood; reacting on the annealing schedule; reactive prohibitions; model-based search; reacting on the objective function; relationships between reactive search and reinforcement learning; and much more. Each chapter is structured to show basic issues and algorithms; the parameters critical for the success of the different methods discussed; and opportunities for the automated tuning of these parameters.
Author | : Changhe Li |
Publisher | : Springer Nature |
Total Pages | : 369 |
Release | : |
Genre | : |
ISBN | : 9819732867 |
Download Intelligent Optimization Book in PDF, ePub and Kindle
Author | : Ilias S. Kotsireas |
Publisher | : Springer |
Total Pages | : 430 |
Release | : 2020-07-18 |
Genre | : Mathematics |
ISBN | : 9783030535513 |
Download Learning and Intelligent Optimization Book in PDF, ePub and Kindle
This book constitutes the refereed post-conference proceedings on Learning and Intelligent Optimization, LION 14, held in Athens, Greece, in May 2020. The 37 full papers presented together with one invited paper have been carefully reviewed and selected from 75 submissions. LION deals with designing and engineering ways of "learning" about the performance of different techniques, and ways of using past experience about the algorithm behavior to improve performance in the future. Intelligent learning schemes for mining the knowledge obtained online or offline can improve the algorithm design process and simplify the applications of high-performance optimization methods. Combinations of different algorithms can further improve the robustness and performance of the individual components. Due to the COVID-19 pandemic, LION 14 was not held as a physical meeting.
Author | : Clarisse Dhaenens |
Publisher | : Springer |
Total Pages | : 324 |
Release | : 2015-06-18 |
Genre | : Computers |
ISBN | : 3319190849 |
Download Learning and Intelligent Optimization Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the 9th International Conference on Learning and Optimization, LION 9, which was held in Lille, France, in January 2015. The 31 contributions presented were carefully reviewed and selected for inclusion in this book. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to algorithm selection and configuration, learning, fitness landscape, applications, dynamic optimization, multi-objective, max-clique problems, bayesian optimization and global optimization, data mining and - in a special session - also on dynamic optimization.
Author | : Paola Festa |
Publisher | : Springer |
Total Pages | : 315 |
Release | : 2016-11-29 |
Genre | : Computers |
ISBN | : 3319503499 |
Download Learning and Intelligent Optimization Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the 10th International Conference on Learning and Optimization, LION 10, which was held on Ischia, Italy, in May/June 2016. The 14 full papers presented together with 9 short papers and 2 GENOPT papers were carefully reviewed and selected from 47 submissions. The papers address all fields between machine learning, artificial intelligence, mathematical programming and algorithms for hard optimization problems. Special focus is given to new ideas and methods; challenges and opportunities in various application areas; general trends, and specific developments.
Author | : Panos M. Pardalos |
Publisher | : Springer |
Total Pages | : 405 |
Release | : 2014-07-31 |
Genre | : Computers |
ISBN | : 3319095846 |
Download Learning and Intelligent Optimization Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on Learning and Optimization, LION 8, which was held in Gainesville, FL, USA, in February 2014. The 33 contributions presented were carefully reviewed and selected for inclusion in this book. A large variety of topics are covered, such as algorithm configuration; multiobjective optimization; metaheuristics; graphs and networks; logistics and transportation; and biomedical applications.
Author | : Carlos A. Coello-Coello |
Publisher | : Springer |
Total Pages | : 652 |
Release | : 2011-11-15 |
Genre | : Computers |
ISBN | : 3642255663 |
Download Learning and Intelligent Optimization Book in PDF, ePub and Kindle
This book constitutes the thoroughly refereed post-conference proceedings of the 5th International Conference on Learning and Intelligent Optimization, LION 5, held in Rome, Italy, in January 2011. The 32 revised regular and 3 revised short papers were carefully reviewed and selected from a total of 99 submissions. In addition to the contributions to the general track there are 11 full papers and 3 short papers presented at the following four special sessions; IMON: Intelligent Multiobjective OptimizatioN, LION-PP: Performance Prediction Self* EAs: Self-tuning, self-configuring and self-generating evolutionary algorithms LION-SWAP: Software and Applications.
Author | : Eneko Osaba |
Publisher | : Springer Nature |
Total Pages | : 236 |
Release | : 2021-05-17 |
Genre | : Technology & Engineering |
ISBN | : 9811606625 |
Download Applied Optimization and Swarm Intelligence Book in PDF, ePub and Kindle
This book gravitates on the prominent theories and recent developments of swarm intelligence methods, and their application in both synthetic and real-world optimization problems. The special interest will be placed in those algorithmic variants where biological processes observed in nature have underpinned the core operators underlying their search mechanisms. In other words, the book centers its attention on swarm intelligence and nature-inspired methods for efficient optimization and problem solving. The content of this book unleashes a great opportunity for researchers, lecturers and practitioners interested in swarm intelligence, optimization problems and artificial intelligence.