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Full Description
The reference text introduces the principles of quantum mechanics to evolve hybrid metaheuristics-based optimization techniques useful for real world engineering and scientific problems.
The text covers advances and trends in methodological approaches, theoretical studies, mathematical and applied techniques related to hybrid quantum metaheuristics and their applications to engineering problems. The book will be accompanied by additional resources including video demonstration for each chapter. It will be a useful text for graduate students and professional in the field of electrical engineering, electronics and communications engineering, and computer science engineering, this text:
Discusses quantum mechanical principles in detail.
Emphasizes the recent and upcoming hybrid quantum metaheuristics in a comprehensive manner.
Provides comparative statistical test analysis with conventional hybrid metaheuristics.
Highlights real-life case studies, applications, and video demonstrations.
Contents
Preface
Dedication
Chapter 1
An Introductory Illustration to Quantum Inspired Meta-heuristics
Sourav De, Cooch Behar Government Engineering College, Cooch Behar, India
Sandip Dey, Sukanta Mahavidyalaya, Jalpaiguri, India
Chapter 2
A Quantum-Inspired Approach to Collective Combine of Basic Classifiers in an Ensemble Bagging
Sergey Gorbachev, National Research Tomsk State University, Russia
Maxim Bobyr, Southwest State University, Russia
Nadezhda Gorbacheva, National Research Tomsk State University, Russia
Siddhartha. Bhattacharyya, Rajnagar Mahavidyalaya, Birbhum, India
Sandip Dey, Sukanta Mahavidyalaya, Jalpaiguri, India
Debanjan Konar, Sikkim Manipal Institute of Technology, Sikkim, India
Chapter 3
Function Optimization using IBM Q
Soumyajit Goswami, IBM India Pvt. Ltd., India
Chapter 4
Multipartite Adaptive Quantum-inspired Evolutionary Algorithm for Reduction in Power Losses of a Radial Distribution Network
G. Manikanta, Amity University Noida, India
Ashish Mani, Amity University Noida, India
H. P. Singh, Amity University Noida, India
D. K. Chaturvedi, Dayalbagh Educational Institute (Deemed University), Agra, India
Amlan Chatterjee, California State University, USA
Chapter 5
Quantum Inspired Manta Ray Foraging Optimization Algorithm for Automatic Clustering of Colour Images
Alokananda Dey, RCC Institute of Information Technology, India
Siddhartha Bhattacharyya, Rajnagar Mahavidyalaya, Birbhum, India
Sandip Dey, Sukanta Mahavidyalaya, Jalpaiguri, India
Jan Platos, VSB Technical University of Ostrava, Czech Republic
Vaclav Snasel, VSB Technical University of Ostrava, Czech Republic
Chapter 6
Automatic Feature Selection for Coronary Stenosis Detection in X-Ray angiograms using Quantum Genetic Algorithms
Miguel-Angel Gil-Rios, Universidad Tecnol'ogica de Le'on. Blvd., Mexico
Maria-Dolores Juarez-Ramirez, Universidad Tecnol'ogica de Le'on. Blvd., Mexico
Laura-Paulina Badillo-Canchola, Universidad Tecnol'ogica de Le'on. Blvd., Mexico
Mar'ıa-del-Carmen Ruiz-Robledo, Universidad Tecnol'ogica de Le'on. Blvd., Mexico
Martha Alicia Hernandez-Gonzalez, Unidad M'edica de Alta Especialidad (UMAE) - Hospital de, Mexico
Sergio Eduardo Solorio-Meza, Universidad Tecnol'ogica de M'exico, Mexico
Chapter 7
Quantum Preprocessing for DCNN in Atherosclerosis Detection
Emmanuel Ovalle-Magallanes, University of Guanajuato, Mexico
Dora Elisa Alvarado-Carrillo, Center for Research in Mathematics (CIMAT), A.C. , Mexico
Juan Gabriel Avina-Cervantes, Juan Gabriel Avina-Cervantes, University of Guanajuato, Mexico
Chapter 8
Multilevel Quantum Elephant Herd Algorithm for Automatic Clustering of Hyperspectral Images
Tulika Dutta, Assam University, Silchar, India
Siddhartha Bhattacharyya, Rajnagar Mahavidyalaya, Birbhum, India
Somnath Mukhopadhyay, Assam University, Silchar, India
Chapter 9
Towards Quantum-inspired SSA for Solving Multiobjective Optimization Problems
Sanjai Pathak, Amity University Noida, India
Ashish Mani, Amity University Noida, India
Mayank Sharma, Amity University Noida, India
Amlan Chatterjee, California State University, USA
Chapter 10
Quantum Inspired Multi-Objective NSGA-II Algorithm for Automatic Clustering of Gray Scale Images
Alokananda Dey, RCC Institute of Information Technology, India
Siddhartha Bhattacharyya, Rajnagar Mahavidyalaya, Birbhum, India
Sandip Dey, Sukanta Mahavidyalaya, Jalpaiguri, India
Jan Platos, VSB Technical University of Ostrava, Czech Republic
Vaclav Snasel, VSB Technical University of Ostrava, Czech Republic
Chapter 11
Conclusion
Siddhartha Bhattacharyya, Rajnagar Mahavidyalaya, Birbhum, India
