Fuzzy Stochastic Optimization Theory, Models and Applications /

• Main Authors: Wang, Shuming (Author), Watada, Junzo (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2012.
• Subjects: Engineering.; Mathematical optimization.; Statistics.; Computational intelligence.; Computational Intelligence.; Optimization.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

Covering in detail both theoretical and practical perspectives, this book is a self-contained and systematic depiction of current fuzzy stochastic optimization that deploys the fuzzy random variable as a core mathematical tool to model the integrated fuzzy random uncertainty. It proceeds in an order...

Table of Contents:

• Part I: Theory
• Fuzzy Random Variable
• Fuzzy Stochastic Renewal Processes
• Part II: Models
• System Reliability Optimization Models with Fuzzy Random Lifetimes
• Recourse-Based Fuzzy Random Facility Location Model with Fixed Capacity
• Two-Stage Fuzzy Stochastic Programming with Value-at-Risk: A Generic Model
• VaR-Based Fuzzy Random Facility Location Model with Variable Capacity
• Part III: Real-Life Applications.