Performance Prediction and Analytics of Fuzzy, Reliability and Queuing Models: Theory and Applications

✍ Scribed by Kusum Deep, Madhu Jain, Said Salhi

• Publisher: Springer Singapore
• Year: 2019
• Tongue: English
• Leaves: 282
• Series: Asset Analytics
• Edition: 1st ed.
• Category: Library

✦ Synopsis

This book presents the latest developments and breakthroughs in fuzzy theory and performance prediction of queuing and reliability models by using the stochastic modeling and optimization theory. The main focus is on analytics that use fuzzy logic, queuing and reliability theory for the performance prediction and optimal design of real-time engineering systems including call centers, telecommunication, manufacturing, service organizations, etc. For the day-to-day as well as industrial queuing situations and reliability prediction of machining parts embedded in computer, communication and manufacturing systems, the book assesses various measures of performance and effectiveness that can provide valuable insights and help arrive at the best decisions with regard to service and engineering systems.

In twenty chapters, the book presents both theoretical developments and applications of the fuzzy logic, reliability and queuing models in a diverse range of scenarios. The topics discussed will be of interest to researchers, educators and undergraduate students in the fields of Engineering, Business Management, and the Mathematical Sciences.

✦ Table of Contents

Front Matter ....Pages i-vii
Busy Period Analysis of (\textit{GI/G/c}) and (\textit{MAP/G/c}) Queues (Srinivas R. Chakravarthy)....Pages 1-31
Solving LP Models for Multi-objective Matrix Games with I-Fuzzy Goals (Sandeep Kumar)....Pages 33-42
Fuzzy Integrated Super-Efficiency Slack Based Measure Model (Alka Arya, Shiv Prasad Yadav)....Pages 43-53
Prioritizing Factors Affecting the Adoption of Mobile Financial Services in Emerging Markets—A Fuzzy AHP Approach (Kriti Priya Gupta, Rishi Manrai)....Pages 55-81
Design of Reliability Single Sampling Plan by Attributes Based on Exponentiated Exponential Distribution (A. Loganathan, M. Gunasekaran)....Pages 83-91
Availability Prediction of Repairable Fault-Tolerant System with Imperfect Coverage, Reboot, and Common Cause Failure (Madhu Jain, Pankaj Kumar)....Pages 93-103
Software Reliability Growth Model in Distributed Environment Subject to Debugging Time Lag (Ritu Gupta, Madhu Jain, Anuradha Jain)....Pages 105-118
Imperfect Software Reliability Growth Model Using Delay in Fault Correction (Bhoopendra Pachauri, Ajay Kumar, Sachin Raja)....Pages 119-126
F-Policy for M/M/1/K Retrial Queueing Model with State-Dependent Rates (Madhu Jain, Sudeep Singh Sanga)....Pages 127-138
Time-Shared Queue with Nopassing Restriction for the Loss–Delay Customers and Additional Server (Madhu Jain, Shalini Shukla, Rakesh Kumar Meena)....Pages 139-152
The Effect of Vacation Interruptions Policy on the Queueing System with Cost Optimization ( Anupama, Anjana Solanki, Chandan Kumar)....Pages 153-164
Balking Strategies for a Working Vacation Priority Queueing System with Two Classes of Customers (Anamika Jain, Madhu Jain)....Pages 165-176
MX/G/1 Queue with Optional Service and Server Breakdowns (Charan Jeet Singh, Sandeep Kaur)....Pages 177-189
Performance Analysis of Series Queue with Customer’s Blocking (Sreekanth Kolledath, Kamlesh Kumar)....Pages 191-201
Markovian Multi-server Queue with Reneging and Provision of Additional Removable Servers (Madhu Jain, Shivani Kumari, Rashika Qureshi, Roly Shankaran)....Pages 203-217
Analysis of Queues with Impatient Clients: An Application to Online Shopping (Yogesh Shukla, Nasir Khan, Sonia Shivhare)....Pages 219-224
Designing Bulk Arrival Queue Model to an Interdependent Communication System with Fuzzy Parameters (Reeta Bhardwaj, T. P. Singh, Vijay Kumar)....Pages 225-234
Transient Analysis of Markov Feedback Queue with Working Vacation and Discouragement (Madhu Jain, Shobha Rani, Mayank Singh)....Pages 235-250
Transient and Steady-State Behavior of a Two-Heterogeneous Servers’ Queuing System with Balking and Retention of Reneging Customers (Rakesh Kumar, Sapana Sharma, Gulab Singh Bura)....Pages 251-264
Mehar Methods to Solve Intuitionistic Fuzzy Linear Programming Problems with Trapezoidal Intuitionistic Fuzzy Numbers (Sukhpreet Kaur Sidhu, Amit Kumar)....Pages 265-282

✦ Subjects

Business and Management; Big Data/Analytics; Operations Research/Decision Theory; Quality Control, Reliability, Safety and Risk