Swarm Intelligence, Focus on Ant and Particle Swarm Optimization

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Tác giả: Felix T.S. Chan, Manoj Kumar Tiwari

Ngôn ngữ: eng

ISBN-13: 978-3902613097

Ký hiệu phân loại: 006.3 Artificial intelligence

Thông tin xuất bản: IntechOpen, 2007

Mô tả vật lý: 1 electronic resource (548 p.)

Bộ sưu tập: Tài liệu truy cập mở

ID: 205079

 In the era globalisation the emerging technologies are governing engineering industries to a multifaceted state. The escalating complexity has demanded researchers to find the possible ways of easing the solution of the problems. This has motivated the researchers to grasp ideas from the nature and implant it in the engineering sciences. This way of thinking led to emergence of many biologically inspired algorithms that have proven to be efficient in handling the computationally complex problems with competence such as Genetic Algorithm (GA), Ant Colony Optimization (ACO), Particle Swarm Optimization (PSO), etc. Motivated by the capability of the biologically inspired algorithms the present book on ""Swarm Intelligence: Focus on Ant and Particle Swarm Optimization"" aims to present recent developments and applications concerning optimization with swarm intelligence techniques. The papers selected for this book comprise a cross-section of topics that reflect a variety of perspectives and disciplinary backgrounds. In addition to the introduction of new concepts of swarm intelligence, this book also presented some selected representative case studies covering power plant maintenance scheduling
  geotechnical engineering
  design and machining tolerances
  layout problems
  manufacturing process plan
  job-shop scheduling
  structural design
  environmental dispatching problems
  wireless communication
  water distribution systems
  multi-plant supply chain
  fault diagnosis of airplane engines
  and process scheduling. I believe these 27 chapters presented in this book adequately reflect these topics.
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