Frontier Applications Of Nature Inspired Computation

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Frontier Applications of Nature Inspired Computation

Author : Mahdi Khosravy
Publisher : Springer Nature
ISBN 13 : 9811521336
Total Pages : 389 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Frontier Applications of Nature Inspired Computation by : Mahdi Khosravy

Download or read book Frontier Applications of Nature Inspired Computation written by Mahdi Khosravy and published by Springer Nature. This book was released on 2020-03-11 with total page 389 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the frontier advances in the theory and application of nature-inspired optimization techniques, including solving the quadratic assignment problem, prediction in nature-inspired dynamic optimization, the lion algorithm and its applications, optimizing the operation scheduling of microgrids, PID controllers for two-legged robots, optimizing crane operating times, planning electrical energy distribution systems, automatic design and evaluation of classification pipelines, and optimizing wind-energy power generation plants. The book also presents a variety of nature-inspired methods and illustrates methods of adapting these to said applications. Nature-inspired computation, developed by mimicking natural phenomena, makes a significant contribution toward the solution of non-convex optimization problems that normal mathematical optimizers fail to solve. As such, a wide range of nature-inspired computing approaches has been used in multidisciplinary engineering applications. Written by researchers and developers from a variety of fields, this book presents the latest findings, novel techniques and pioneering applications.

Frontiers in Nature-Inspired Industrial Optimization

Author : Mahdi Khosravy
Publisher : Springer Nature
ISBN 13 : 981163128X
Total Pages : 245 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Frontiers in Nature-Inspired Industrial Optimization by : Mahdi Khosravy

Download or read book Frontiers in Nature-Inspired Industrial Optimization written by Mahdi Khosravy and published by Springer Nature. This book was released on 2021-08-06 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book provides a collection of recent applications of nature inspired optimization in industrial fields. Different optimization techniques have been deployed, and different problems have been effectively analyzed. The valuable contributions from researchers focus on three ultimate goals (i) improving the accuracy of these techniques, (ii) achieving higher speed and lower computational complexity, and (iii) working on their proposed applications. The book is helpful for active researchers and practitioners in the field.

Nature-Inspired Computing for Smart Application Design

Author : Santosh Kumar Das
Publisher : Springer Nature
ISBN 13 : 9813361956
Total Pages : 287 pages
Book Rating : 4.8/5 (133 download)

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Book Synopsis Nature-Inspired Computing for Smart Application Design by : Santosh Kumar Das

Download or read book Nature-Inspired Computing for Smart Application Design written by Santosh Kumar Das and published by Springer Nature. This book was released on 2021-03-17 with total page 287 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses primarily on the nature-inspired approach for designing smart applications. It includes several implementation paradigms such as design and path planning of wireless network, security mechanism and implementation for dynamic as well as static nodes, learning method of cloud computing, data exploration and management, data analysis and optimization, decision taking in conflicting environment, etc. The book fundamentally highlights the recent research advancements in the field of engineering and science.

Compressive Sensing in Healthcare

Author : Mahdi Khosravy
Publisher : Academic Press
ISBN 13 : 0128212489
Total Pages : 308 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Compressive Sensing in Healthcare by : Mahdi Khosravy

Download or read book Compressive Sensing in Healthcare written by Mahdi Khosravy and published by Academic Press. This book was released on 2020-05-18 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: Compressive Sensing in Healthcare, part of the Advances in Ubiquitous Sensing Applications for Healthcare series gives a review on compressive sensing techniques in a practical way, also presenting deterministic compressive sensing techniques that can be used in the field. The focus of the book is on healthcare applications for this technology. It is intended for both the creators of this technology and the end users of these products. The content includes the use of EEG and ECG, plus hardware and software requirements for building projects. Body area networks and body sensor networks are explored. Provides a toolbox for compressive sensing in health, presenting both mathematical and coding information Presents an intuitive introduction to compressive sensing, including MATLAB tutorials Covers applications of compressive sensing in health care

Metaheuristic and Machine Learning Optimization Strategies for Complex Systems

Author : R., Thanigaivelan
Publisher : IGI Global
ISBN 13 :
Total Pages : 423 pages
Book Rating : 4.3/5 (693 download)

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Book Synopsis Metaheuristic and Machine Learning Optimization Strategies for Complex Systems by : R., Thanigaivelan

Download or read book Metaheuristic and Machine Learning Optimization Strategies for Complex Systems written by R., Thanigaivelan and published by IGI Global. This book was released on 2024-07-17 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: In contemporary engineering domains, optimization and decision-making issues are crucial. Given the vast amounts of available data, processing times and memory usage can be substantial. Developing and implementing novel heuristic algorithms is time-consuming, yet even minor improvements in solutions can significantly reduce computational costs. In such scenarios, the creation of heuristics and metaheuristic algorithms has proven advantageous. The convergence of machine learning and metaheuristic algorithms offers a promising approach to address these challenges. Metaheuristic and Machine Learning Optimization Strategies for Complex Systems covers all areas of comprehensive information about hyper-heuristic models, hybrid meta-heuristic models, nature-inspired computing models, and meta-heuristic models. The key contribution of this book is the construction of a hyper-heuristic approach for any general problem domain from a meta-heuristic algorithm. Covering topics such as cloud computing, internet of things, and performance evaluation, this book is an essential resource for researchers, postgraduate students, educators, data scientists, machine learning engineers, software developers and engineers, policy makers, and more.

Applications of Nature-Inspired Computing and Optimization Techniques

Author :
Publisher : Elsevier
ISBN 13 : 0323957692
Total Pages : 566 pages
Book Rating : 4.3/5 (239 download)

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Book Synopsis Applications of Nature-Inspired Computing and Optimization Techniques by :

Download or read book Applications of Nature-Inspired Computing and Optimization Techniques written by and published by Elsevier. This book was released on 2024-04-04 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Computers, Volume 135 highlights advances in the field, with this new volume, Applications of Nature-inspired Computing and Optimization Techniques presenting interesting chapters on a variety of timely topics, including A Brief Introduction to Nature-inspired Computing, Optimization and Applications, Overview of Non-linear Interval Optimization Problems, Solving the Aircraft Landing Problem using the Bee Colony Optimization (BCO) Algorithm, Situation-based Genetic Network Programming to Solve Agent Control Problems, Small Signal Stability Enhancement of Large Interconnected Power System using Grasshopper Optimization Algorithm Tuned Power System Stabilizer, Air Quality Modelling for Smart Cities of India by Nature Inspired AI – A Sustainable Approach, and much more. Other sections cover Genetic Algorithm for the Optimization of Infectiological Parameter Values under Different Nutritional Status, A Novel Influencer Mutation Strategy for Nature-inspired Optimization Algorithms to Solve Electricity Price Forecasting Problem, Recent Trends in Human and Bio Inspired Computing: Use Case Study from Retail Perspective, Domain Knowledge Enriched Summarization of Legal Judgment Documents via Grey Wolf Optimization, and a host of other topics. Includes algorithm specific studies that cover basic introduction and analysis of key components of algorithms, such as convergence, solution accuracy, computational costs, tuning, and control of parameters Comprises some of the major applications of different domains Presents application specific studies, incorporating ways of designing objective functions, solution representation, and constraint handling

Frontiers in Genetics Algorithm Theory and Applications

Author : Mahdi Khosravy
Publisher : Springer Nature
ISBN 13 : 9819981077
Total Pages : 293 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Frontiers in Genetics Algorithm Theory and Applications by : Mahdi Khosravy

Download or read book Frontiers in Genetics Algorithm Theory and Applications written by Mahdi Khosravy and published by Springer Nature. This book was released on with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Computational Logistics

Author : Jesica de Armas
Publisher : Springer Nature
ISBN 13 : 3031165799
Total Pages : 479 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Computational Logistics by : Jesica de Armas

Download or read book Computational Logistics written by Jesica de Armas and published by Springer Nature. This book was released on 2022-09-14 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 13th International Conference on Computational Logistics, ICCL 2022, held in Barcelona, Spain, in September 2022. The 31 papers presented in this volume were carefully reviewed and selected from 64 submissions. They were organized in topical sections as follows: Maritime and Port Logistics; Vehicle Routing and Urban Logistics; Warehousing and Location; Supply Chain and Production Management.

Fused Deposition Modeling Based 3D Printing

Author : Harshit K. Dave
Publisher : Springer Nature
ISBN 13 : 303068024X
Total Pages : 517 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Fused Deposition Modeling Based 3D Printing by : Harshit K. Dave

Download or read book Fused Deposition Modeling Based 3D Printing written by Harshit K. Dave and published by Springer Nature. This book was released on 2021-04-21 with total page 517 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers 3D printing activities by fused deposition modeling process. The two introductory chapters discuss the principle, types of machines and raw materials, process parameters, defects, design variations and simulation methods. Six chapters are devoted to experimental work related to process improvement, mechanical testing and characterization of the process, followed by three chapters on post-processing of 3D printed components and two chapters addressing sustainability concerns. Seven chapters discuss various applications including composites, external medical devices, drug delivery system, orthotic inserts, watertight components and 4D printing using FDM process. Finally, six chapters are dedicated to the study on modeling and optimization of FDM process using computational models, evolutionary algorithms, machine learning, metaheuristic approaches and optimization of layout and tool path.

Advances in Swarm Intelligence

Author : Ying Tan
Publisher : Springer Nature
ISBN 13 : 3030788113
Total Pages : 580 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Advances in Swarm Intelligence by : Ying Tan

Download or read book Advances in Swarm Intelligence written by Ying Tan and published by Springer Nature. This book was released on 2021-07-07 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: his two-volume set LNCS 12689-12690 constitutes the refereed proceedings of the 12th International Conference on Advances in Swarm Intelligence, ICSI 2021, held in Qingdao, China, in July 2021. The 104 full papers presented in this volume were carefully reviewed and selected from 177 submissions. They cover topics such as: Swarm Intelligence and Nature-Inspired Computing; Swarm-based Computing Algorithms for Optimization; Particle Swarm Optimization; Ant Colony Optimization; Differential Evolution; Genetic Algorithm and Evolutionary Computation; Fireworks Algorithms; Brain Storm Optimization Algorithm; Bacterial Foraging Optimization Algorithm; DNA Computing Methods; Multi-Objective Optimization; Swarm Robotics and Multi-Agent System; UAV Cooperation and Control; Machine Learning; Data Mining; and Other Applications.

Artificial Intelligence-Based Energy Management Systems for Smart Microgrids

Author : Baseem Khan
Publisher : CRC Press
ISBN 13 : 1000589196
Total Pages : 387 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Artificial Intelligence-Based Energy Management Systems for Smart Microgrids by : Baseem Khan

Download or read book Artificial Intelligence-Based Energy Management Systems for Smart Microgrids written by Baseem Khan and published by CRC Press. This book was released on 2022-06-07 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling and optimization of energy management systems for micro- and mini-grids play an important role in the fields of energy generation dispatch, system operation, protection coordination, power quality issues, and peak demand conflict with grid security. This comprehensive reference text provides an in-depth insight into these topics. This text discusses the use of meta-heuristic and artificial intelligence algorithms for developing energy management systems with energy use prediction for mini- and microgrid systems. It covers important concepts including modeling of microgrid and energy management systems, optimal protection coordination-based microgrid energy management, optimal energy dispatch with energy management systems, and peak demand management with energy management systems. Key Features: Presents a comprehensive discussion of mini- and microgrid concepts Discusses AC and DC microgrid modeling in detail Covers optimization of mini- and microgrid systems using AI and meta-heuristic techniques Provides MATLAB®-based simulations on a mini- and microgrid Comprehensively discussing concepts of microgrids with the help of software-based simulations, this text will be useful as a reference text for graduate students and professionals in the fields of electrical engineering, electronics and communication engineering, renewable energy, and clean technology.

Nature-Inspired Computing Design, Development, and Applications

Author : Nunes de Castro, Leandro
Publisher : IGI Global
ISBN 13 : 1466615753
Total Pages : 435 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Nature-Inspired Computing Design, Development, and Applications by : Nunes de Castro, Leandro

Download or read book Nature-Inspired Computing Design, Development, and Applications written by Nunes de Castro, Leandro and published by IGI Global. This book was released on 2012-05-31 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: The observation of nature has been the inspiration for many materials, laws, and theories, as well as computational methods. Nature-Inspired computing Design, Development, and Applications covers all the main areas of natural computing, from methods to computationally synthesized natural phenomena, to computing paradigms based on natural materials. This volume is comprised of ideas and research from nature to develop computational systems or materials to perform computation. Researchers, academic educators, and professionals will find a comprehensive view of all aspects of natural computing with emphasis on its main branches.

Advances in Nature-Inspired Computing and Applications

Author : Shishir Kumar Shandilya
Publisher : Springer
ISBN 13 : 3319964518
Total Pages : 355 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Advances in Nature-Inspired Computing and Applications by : Shishir Kumar Shandilya

Download or read book Advances in Nature-Inspired Computing and Applications written by Shishir Kumar Shandilya and published by Springer. This book was released on 2018-08-29 with total page 355 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains research contributions from leading global scholars in nature-inspired computing. It includes comprehensive coverage of each respective topic, while also highlighting recent and future trends. The contributions provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application. This book has focus on the current researches while highlighting the empirical results along with theoretical concepts to provide a comprehensive reference for students, researchers, scholars, professionals and practitioners in the field of Advanced Artificial Intelligence, Nature-Inspired Algorithms and Soft Computing.

Mathematical Treatment of Nanomaterials and Neural Networks

Author : Jia-Bao Liu
Publisher : Frontiers Media SA
ISBN 13 : 2889717976
Total Pages : 239 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Mathematical Treatment of Nanomaterials and Neural Networks by : Jia-Bao Liu

Download or read book Mathematical Treatment of Nanomaterials and Neural Networks written by Jia-Bao Liu and published by Frontiers Media SA. This book was released on 2021-12-03 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1522507892
Total Pages : 1810 pages
Book Rating : 4.5/5 (225 download)

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Book Synopsis Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2016-07-26 with total page 1810 pages. Available in PDF, EPUB and Kindle. Book excerpt: As technology continues to become more sophisticated, mimicking natural processes and phenomena also becomes more of a reality. Continued research in the field of natural computing enables an understanding of the world around us, in addition to opportunities for man-made computing to mirror the natural processes and systems that have existed for centuries. Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications takes an interdisciplinary approach to the topic of natural computing, including emerging technologies being developed for the purpose of simulating natural phenomena, applications across industries, and the future outlook of biologically and nature-inspired technologies. Emphasizing critical research in a comprehensive multi-volume set, this publication is designed for use by IT professionals, researchers, and graduate students studying intelligent computing.

Nature Inspired Computing for Wireless Sensor Networks

Author : Debashis De
Publisher : Springer Nature
ISBN 13 : 9811521255
Total Pages : 346 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Nature Inspired Computing for Wireless Sensor Networks by : Debashis De

Download or read book Nature Inspired Computing for Wireless Sensor Networks written by Debashis De and published by Springer Nature. This book was released on 2020-02-01 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents nature inspired computing applications for the wireless sensor network (WSN). Although the use of WSN is increasing rapidly, it has a number of limitations in the context of battery issue, distraction, low communication speed, and security. This means there is a need for innovative intelligent algorithms to address these issues.The book is divided into three sections and also includes an introductory chapter providing an overview of WSN and its various applications and algorithms as well as the associated challenges. Section 1 describes bio-inspired optimization algorithms, such as genetic algorithms (GA), artificial neural networks (ANN) and artificial immune systems (AIS) in the contexts of fault analysis and diagnosis, and traffic management. Section 2 highlights swarm optimization techniques, such as African buffalo optimization (ABO), particle swarm optimization (PSO), and modified swarm intelligence technique for solving the problems of routing, network parameters optimization, and energy estimation. Lastly, Section 3 explores multi-objective optimization techniques using GA, PSO, ANN, teaching–learning-based optimization (TLBO), and combinations of the algorithms presented. As such, the book provides efficient and optimal solutions for WSN problems based on nature-inspired algorithms.

Transactions on Computational Science XXI

Author : Marina L. Gavrilova
Publisher : Springer
ISBN 13 : 364245318X
Total Pages : 380 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Transactions on Computational Science XXI by : Marina L. Gavrilova

Download or read book Transactions on Computational Science XXI written by Marina L. Gavrilova and published by Springer. This book was released on 2013-11-25 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This, the 21st issue of the Transactions on Computational Science journal, edited by Ajith Abraham, is devoted to the topic of nature-inspired computing and applications. The 15 full papers included in the volume focus on the topics of neurocomputing, evolutionary algorithms, swarm intelligence, artificial immune systems, membrane computing, computing with words, artificial life and hybrid approaches.