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Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications [Kõva köide]

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Editors Saxena, Singh, and Pant present readers with a collection of academic essays and scholarly articles focused on the use of contemporary and emerging optimization techniques as solutions for problems across various industries and industrial contexts. The editors have organized the sixteen contributions that make up the main body of the text in three parts devoted to contemporary and emerging applications of soft computing techniques, applications of optimization or non-soft computing techniques, and optimization techniques for problem solving. Pratiksha Saxena and Dipti Singh are faculty members of Gautam Buddha University in India. Millie Pant is a faculty member of the Indian Institute of Technology. Annotation ©2016 Ringgold, Inc., Portland, OR (protoview.com)

Optimization techniques have developed into a modern-day solution for real-world problems in various industries. As a way to improve performance and handle issues of uncertainty, optimization research becomes a topic of special interest across disciplines. Problem Solving and Uncertainty Modeling through Optimization and Soft Computing Applications presents the latest research trends and developments in the area of applied optimization methodologies and soft computing techniques for solving complex problems. Taking a multi-disciplinary approach, this critical publication is an essential reference source for engineers, managers, researchers, and post-graduate students.
Preface xv
Section 1 Optimization Techniques for Problem Solving
Chapter 1 A Cultivated Variant of Differential Evolution Algorithm for Global Optimization
1(19)
Pooja
Chapter 2 A Novel Mutation Strategy for Differential Evolution
20(12)
Hira Zaheer
Millie Pant
Sushil Kumar
Oleg Monakhov
Chapter 3 Behavioral Study of Drosophila Fruit Fly and Its Modeling for Soft Computing Application
32(53)
Tapan Kumar Singh
Kedar Nath Das
Chapter 4 Hookes-Jeeves-Based Variant of Memetic Algorithm
85(26)
Dipti Singh
Kusum Deep
Chapter 5 Simulation Tool for Transportation Problem: TRANSSIM
111(21)
Pratiksha Saxena
Abhinav Choudhary
Sanchit Kumar
Satyavan Singh
Section 2 Applications of Optimization (Non-Soft Computing) Techniques
Chapter 6 Comparative Study of GRA and MOORA Methods: A Case of Selecting TFO Machine
132(15)
Kalpesh D. Maniya
Chapter 7 Optimization of Dairy Feeding Models with C-SOMGA
147(19)
Pratiksha Saxena
Dipti Singh
Neha Khanna
Chapter 8 Modeling Stock Prices Using Monte-Carlo Simulation and Excel
166(18)
Seifedine Kadry
Abdelkhalak El Hami
Chapter 9 MCOQR (Misuse Case-Oriented Quality Requirements) Metrics Framework
184(27)
Chitreshh Banerjee
Arpita Banerjee
Santosh K. Pandey
Section 3 Applications of Soft Computing Techniques
Chapter 10 Performance Analysis of DE over K-Means Proposed Model of Soft Computing
211(14)
Kapil Patidar
Manoj Kumar
Sushil Kumar
Chapter 11 Application of Shuffled Frog Leaping Algorithm in Software Project Scheduling
225(14)
Tarun Kumar Sharma
Chapter 12 Sustainable Supplier's Management Using Differential Evolution
239(25)
Sunil Kumar Jauhar
Millie Pant
Chapter 13 Comparison of Analytical and Heuristic Techniques for Multiobjective Optimization in Power System
264(28)
Vikas Singh Bhadoria
Nidhi Singh Pal
Vivek Shrivastava
Chapter 14 Determination of Bearing Capacity of Shallow Foundation Using Soft Computing
292(37)
J. Jagan
Swaptik Chowdhury
Pratik Goyal
Pijush Samui
Yildirim Dalkilic
Chapter 15 Optimizing Website Content to Improve Correctness of the Website Design
329(10)
G. Sreedhar
Chapter 16 Wavelet Transform-Based Soft Computational Techniques and Applications in Medical Imaging
339(25)
Shabana Urooj
Satya P. Singh
Compilation of References 364(33)
About the Contributors 397(5)
Index 402
Pratiksha Saxena, Gautam Buddha University, India.

Dipti Singh, Gautam Buddha University, India.

Millie Pant, Indian Institute of Technology - Roorkee, India.