Short Term Freeway Traffic Flow Prediction Using Genetically-optimized Time-delay-based Neural Networks PDF Download

Author: Baher Abdulhai
Publisher:
ISBN:
Category : Neural networks (Computer science).
Languages : en
Pages : 50

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Book Description

Author: Jiuwen Cao
Publisher: Springer
ISBN: 3319283979
Category : Technology & Engineering
Languages : en
Pages : 516

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Book Description
This book contains some selected papers from the International Conference on Extreme Learning Machine 2015, which was held in Hangzhou, China, December 15-17, 2015. This conference brought together researchers and engineers to share and exchange R&D experience on both theoretical studies and practical applications of the Extreme Learning Machine (ELM) technique and brain learning. This book covers theories, algorithms ad applications of ELM. It gives readers a glance of the most recent advances of ELM.

Author: Fuchun Sun
Publisher: Springer Science & Business Media
ISBN: 3540877339
Category : Computers
Languages : en
Pages : 876

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Book Description
(Bayreuth University, Germany), Jennie Si (Arizona State University, USA), and Hang Li (MicrosoftResearchAsia, China). Besides the regularsessions andpanels, ISNN 2008 also featured four special sessions focusing on some emerging topics.

Author:
Publisher: Universal-Publishers
ISBN: 161233623X
Category :
Languages : en
Pages : 625

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Book Description

Author: Javier Del Ser
Publisher: Springer
ISBN: 9811037280
Category : Technology & Engineering
Languages : en
Pages : 368

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Book Description
This book presents state-of-the-art technical contributions based around one of the most successful evolutionary optimization algorithms published to date: Harmony Search. Contributions span from novel technical derivations of this algorithm to applications in the broad fields of civil engineering, energy, transportation & mobility and health, among many others and focus not only on its cross-domain applicability, but also on its core evolutionary operators, including elements inspired from other meta-heuristics. The global scientific community is witnessing an upsurge in groundbreaking, new advances in all areas of computational intelligence, with a particular flurry of research focusing on evolutionary computation and bio-inspired optimization. Observed processes in nature and sociology have provided the basis for innovative algorithmic developments aimed at leveraging the inherent capability to adapt characterized by various animals, including ants, fireflies, wolves and humans. However, it is the behavioral patterns observed in music composition that motivated the advent of the Harmony Search algorithm, a meta-heuristic optimization algorithm that over the last decade has been shown to dominate other solvers in a plethora of application scenarios. The book consists of a selection of the best contributions presented at ICHSA, a major biannual event where leading global experts on meta-heuristic optimization present their latest findings and discuss the past, present, and future of the exciting field of Harmony Search optimization. It provides a valuable reference resource for researchers working in the field of optimization meta-heuristics, and a solid technical base for frontline investigations around this algorithm.

Author: J. W. C. van Lint
Publisher:
ISBN:
Category : Neural networks (Computer science)
Languages : en
Pages : 332

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Book Description

Author: Meikang Qiu
Publisher: Springer
ISBN: 3030057550
Category : Computers
Languages : en
Pages : 475

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Book Description
This book constitutes the refereed proceedings of the Third International Conference on Smart Computing and Communications, SmartCom 2018, held in Tokyo, Japan, in December 2018. The 45 papers presented in this volume were carefully reviewed and selected from 305 submissions. They focus on topics from smart data to smart communications, as well as smart cloud computing to smart security.

Author: Hongyu Sun
Publisher:
ISBN:
Category :
Languages : en
Pages : 232

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Book Description

Author: Minis, Ioannis
Publisher: IGI Global
ISBN: 1615206345
Category : Business & Economics
Languages : en
Pages : 338

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Book Description
Computational Intelligence (CI) is a term corresponding to a new generation of algorithmic methodologies in artificial intelligence, which combines elements of learning, adaptation, evolution and approximate (fuzzy) reasoning to create programs that can be considered intelligent. Supply Chain Optimization, Design, and Management: Advances and Intelligent Methods presents computational intelligence methods for addressing supply chain issues. Emphasis is given to techniques that provide effective solutions to complex supply chain problems and exhibit superior performance to other methods of operations research.

Author: Ahmed Abdel-Rahim
Publisher: BoD – Books on Demand
ISBN: 9535103474
Category : Technology & Engineering
Languages : en
Pages : 218

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Book Description
Intelligent Transportation Systems (ITS) have transformed surface transportation networks through the integration of advanced communications and computing technologies into the transportation infrastructure. ITS technologies have improved the safety and mobility of the transportation network through advanced applications such as electronic toll collection, in-vehicle navigation systems, collision avoidance systems, and advanced traffic management systems, and advanced traveler information systems. In this book that focuses on different ITS technologies and applications, authors from several countries have contributed chapters covering different ITS technologies, applications, and management practices with the expectation that the open exchange of scientific results and ideas presented in this book will lead to improved understanding of ITS technologies and their applications.