Handbook of research on soft computing and nature-inspired algorithms /

"[This book] is an essential source for the latest scholarly research on applications of nature-inspired computing and soft computational systems. Featuring comprehensive coverage on a range of topics and perspectives such as swarm intelligence, speech recognition, and electromagnetic problem s...

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Bibliographic Details
Corporate Authors: IGI Global
Group Author: Shandilya, Shishir K. (Editor); Shandilya, Smita, 1982- (Editor); Deep, Kusum (Editor); Nagar, Atulya K. (Editor)
Published: IGI Global,
Publisher Address: Hershey, Pa. :
Publication Dates: [2017]
Literature type: eBook
Language: English
Subjects:
Online Access: http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-5225-2128-0
Summary: "[This book] is an essential source for the latest scholarly research on applications of nature-inspired computing and soft computational systems. Featuring comprehensive coverage on a range of topics and perspectives such as swarm intelligence, speech recognition, and electromagnetic problem solving, this publication is ideally designed for students, researchers, scholars, professionals, and practitioners seeking current research on the advanced workings of intelligence in computing systems"--Provided by publisher.
Carrier Form: PDFs (627 pages) : illustrations
Bibliography: Includes bibliographical references and index.
ISBN: 9781522521297
Access: Restricted to subscribers or individual electronic text purchasers.
Index Number: QA76
CLC: TP18-532
Contents: Application of natured-inspired algorithms for the solution of complex electromagnetic problems / Massimo Donelli -- A comprehensive literature review on nature-inspired soft computing and algorithms: tabular and graphical analyses / Bilal Ervural, Beyzanur Cayir Ervural, Cengiz Kahraman -- Swarm intelligence for electromagnetic problem solving / Luciano Mescia [and 3 others] -- Parameter settings in particle swarm optimization / Snehal Mohan Kamalapur, Varsha Patil -- A survey of computational intelligence algorithms and their applications / Hadj Ahmed Bouarara -- Optimization of process parameters using soft computing techniques: a case with wire electrical discharge machining / Supriyo Roy, Kaushik Kumar, J. Paulo Davim -- Augmented Lagrange Hopfield network for combined economic and emission dispatch with fuel constraint / Vo Ngoc Dieu, Tran The Tung -- Speaker recognition with normal and telephonic Assamese speech using I-vector and learning-based classifier / Mridusmita Sharma, Rituraj Kaushik, Kandarpa Kumar Sarma -- A new SVM method for recognizing polarity of sentiments in Twitter / Sanjiban Sekhar Roy [and 4 others] -- Automatic generation control of multi-area interconnected power systems using hybrid evolutionary algorithm / Omveer Singh -- Mathematical optimization by using particle swarm optimization, genetic algorithm, and differential evolution and its similarities / Shailendra Aote, Mukesh M. Raghuwanshi --
GA_SVM: a classification system for diagnosis of diabetes / Dilip Kumar Choubey, Sanchita Paul -- The insects of nature-inspired computational intelligence / Sweta Srivastava, Sudip Kumar Sahana -- Bio-inspired computational intelligence and its application to software testing / Abhishek Pandey, Soumya Banerjee -- Quantum-inspired computational intelligence for economic emission dispatch problem / Fahad Parvez Mahdi [and 4 others] -- Intelligent expert system to optimize the quartz crystal microbalance (QCM) characterization test: intelligent system to optimize the QCM characterization test / Jose Luis Calvo-Rolle [and 4 others] -- Optimization through nature-inspired soft-computing and algorithm on ECG process / Goutam Kumar Bose, Pritam Pain -- An overview of the last advances and applications of artificial bee colony algorithm / Airam Exp osito M arquez, Christopher Exp osito-Izquierdo -- A survey of the cuckoo search and its applications in real-world optimization problems / Christopher Exp osito-Izquierdo, Airam Exp osito-M arquez.