Expected value operator of random fuzzy variable and random fuzzy expected value models
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
A class of fuzzy random optimization: expected value models
Information Sciences: an International Journal
On minimum-risk problems in fuzzy random decision systems
Computers and Operations Research
Fuzzy random programming with equilibrium chance constraints
Information Sciences—Informatics and Computer Science: An International Journal
On inequalities and critical values of fuzzy random variables
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Solving fuzzy (stochastic) linear programming problems using superiority and inferiority measures
Information Sciences: an International Journal
Information Sciences: an International Journal
Birandom variables and birandom programming
Computers and Industrial Engineering
Fuzzy random renewal process and renewal reward process
Fuzzy Optimization and Decision Making
On distance between fuzzy variables
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Fuzzy Random Dependent-Chance Bilevel Programming with Applications
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
The expected value models on Sugeno measure space
International Journal of Approximate Reasoning
Robust portfolio selection based on asymmetric measures of variability of stock returns
Journal of Computational and Applied Mathematics
Information Sciences: an International Journal
Support vector machine for classification based on fuzzy training data
Expert Systems with Applications: An International Journal
Robust portfolio selection using interval random programming
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Building confidence-interval-based fuzzy random regression models
IEEE Transactions on Fuzzy Systems
Worst-case VaR and robust portfolio optimization with interval random uncertainty set
Expert Systems with Applications: An International Journal
Solving fractional programming problem through fuzzy goal setting and approximation
Applied Soft Computing
Interactive multiobjective fuzzy random programming through the level set-based probability model
Information Sciences: an International Journal
Chance-constrained programming on sugeno measure space
Expert Systems with Applications: An International Journal
Continuous review inventory model with variable lead time in a fuzzy random environment
Expert Systems with Applications: An International Journal
Some discussions on uncertain measure
Fuzzy Optimization and Decision Making
Fuzzy random chance-constrained programming for quantifying transmission reliability margin
FSKD'06 Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery
A kind of fuzzy genetic algorithm based on rule and its performance research
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
A theorem for fuzzy random alternating renewal processes
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
A class of multiobjective linear programming model with fuzzy random coefficients
Mathematical and Computer Modelling: An International Journal
On chance maximization model in fuzzy random decision systems
Mathematical and Computer Modelling: An International Journal
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Information Sciences: an International Journal
Uncertain random programming with applications
Fuzzy Optimization and Decision Making
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By fuzzy random programming, we mean the optimization theory dealing with fuzzy random decision problems. This paper presents a new concept of chance of fuzzy random events, and constructs a general framework of fuzzy random chance-constrained programming. We also design a spectrum of fuzzy random simulations for computing uncertain functions arising in the area of fuzzy random programming. To speed up the process of handling uncertain functions, we train a neural network to approximate uncertain functions based on the training data generated by fuzzy random simulation. Finally, we integrate the fuzzy random simulation, neural network, and genetic algorithm to produce a more powerful and effective hybrid intelligent algorithm for solving fuzzy random programming models and illustrate its effectiveness by some numerical examples