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Stigmergic Optimization

2006-07-18 Computers
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Release : 2006-07-18
Genre : Computers
Kind : eBook
Book Rating : 899/5 ( reviews)

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Book Synopsis Stigmergic Optimization by : Ajith Abraham

Download or read book Stigmergic Optimization written by Ajith Abraham. This book was released on 2006-07-18. Available in PDF, EPUB and Kindle. Book excerpt: First studied in social insects like ants, indirect self-organizing interactions - known as "stigmergy" - occur when one individual modifies the environment and another subsequently responds to the new environment. The implications of self-organizing behavior extend to robotics and beyond. This book explores the application of stigmergy for a variety of optimization problems. The volume comprises 12 chapters including an introductory chapter conveying the fundamental definitions, inspirations and research challenges.

Evolutionary Multi-Criterion Optimization

2019-02-28 Computers
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Release : 2019-02-28
Genre : Computers
Kind : eBook
Book Rating : 98X/5 ( reviews)

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Book Synopsis Evolutionary Multi-Criterion Optimization by : Kalyanmoy Deb

Download or read book Evolutionary Multi-Criterion Optimization written by Kalyanmoy Deb. This book was released on 2019-02-28. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 10th International Conference on Evolutionary Multi-Criterion Optimization, EMO 2019 held in East Lansing, MI, USA, in March 2019. The 59 revised full papers were carefully reviewed and selected from 76 submissions. The papers are divided into 8 categories, each representing a key area of current interest in the EMO field today. They include theoretical developments, algorithmic developments, issues in many-objective optimization, performance metrics, knowledge extraction and surrogate-based EMO, multi-objective combinatorial problem solving, MCDM and interactive EMO methods, and applications.

Nature Inspired Cooperative Strategies for Optimization (NICSO 2007)

2008-06-03 Computers
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Release : 2008-06-03
Genre : Computers
Kind : eBook
Book Rating : 871/5 ( reviews)

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Book Synopsis Nature Inspired Cooperative Strategies for Optimization (NICSO 2007) by : Natalio Krasnogor

Download or read book Nature Inspired Cooperative Strategies for Optimization (NICSO 2007) written by Natalio Krasnogor. This book was released on 2008-06-03. Available in PDF, EPUB and Kindle. Book excerpt: Biological and natural processes have been a continuous source of inspiration for the sciences and engineering. For instance, the work of Wiener in cybernetics was influenced by feedback control processes observable in biological systems; McCulloch and Pitts description of the artificial neuron was instigated by biological observations of neural mechanisms; the idea of survival of the fittest inspired the field of evolutionary algorithms and similarly, artificial immune systems, ant colony optimisation, automated self-assembling programming, membrane computing, etc. also have their roots in natural phenomena. The second International Workshop on Nature Inspired Cooperative Strategies for Optimization (NICSO), was held in Acireale, Italy, during November 8-10, 2007. The aim for NICSO 2007 was to provide a forum were the latest ideas and state of the art research related to cooperative strategies for problem solving arising from Nature could be discussed. The contributions collected in this book were strictly peer reviewed by at least three members of the international programme committee, to whom we are indebted for their support and assistance. The topics covered by the contributions include several well established nature inspired techniques like Genetic Algorithms, Ant Colonies, Artificial Immune Systems, Evolutionary Robotics, Evolvable Systems, Membrane Computing, Quantum Computing, Software Self Assembly, Swarm Intelligence, etc.

Innovations in Hybrid Intelligent Systems

2007-12-22 Computers
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Release : 2007-12-22
Genre : Computers
Kind : eBook
Book Rating : 721/5 ( reviews)

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Book Synopsis Innovations in Hybrid Intelligent Systems by : Emilio Corchado

Download or read book Innovations in Hybrid Intelligent Systems written by Emilio Corchado. This book was released on 2007-12-22. Available in PDF, EPUB and Kindle. Book excerpt: This carefully edited book combines symbolic and sub-symbolic techniques to construct more robust and reliable problem solving models. This volume focused on "Hybrid Artificial Intelligence Systems" contains a collection of papers that were presented at the 2nd International Workshop on Hybrid Artificial Intelligence Systems, held in 12 - 13 November, 2007, Salamanca, Spain.

Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach

2022-11-19 Technology & Engineering
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Release : 2022-11-19
Genre : Technology & Engineering
Kind : eBook
Book Rating : 372/5 ( reviews)

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Book Synopsis Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach by : Duc Truong Pham

Download or read book Intelligent Production and Manufacturing Optimisation—The Bees Algorithm Approach written by Duc Truong Pham. This book was released on 2022-11-19. Available in PDF, EPUB and Kindle. Book excerpt: This book is the first work dedicated to the Bees Algorithm. Following a gentle introduction to the main ideas underpinning the algorithm, the book presents recent results and developments relating to the algorithm and its application to optimisation problems in production and manufacturing. With the advent of the Fourth Industrial Revolution, production and manufacturing processes and systems have become more complex. To obtain the best performance from them requires efficient and effective optimisation techniques that do not depend on the availability of process or system models. Such models are usually either not obtainable or mathematically intractable due to the high degrees of nonlinearities and uncertainties in the processes and systems to be represented. The Bees Algorithm is a powerful swarm-based intelligent optimisation metaheuristic inspired by the foraging behaviour of honeybees. The algorithm is conceptually elegant and extremely easy to apply. All it needs to solve an optimisation problem is a means to evaluate the quality of potential solutions. This book demonstrates the simplicity, effectiveness and versatility of the algorithm and encourages its further adoption by engineers and researchers across the world to realise smart and sustainable manufacturing and production in the age of Industry 4.0 and beyond.

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