Differentiate deterministic and stochastic process.
[3 marks]Explain modular approach in brief.
[4 marks]Give classification of models in detail.
[7 marks]Explain Black box model.
[3 marks]What are the uses of mathematical models?
[4 marks]Explain modeling of non-isothermal CSTR.
[7 marks]Derive the mathematical expression an ideal binary distillation column. List all assumptions.
[7 marks]Explain partitioning.
[3 marks]For linear programming explain simplex algorithm.
[4 marks]Minimize a nonquadratic function f(x) = x4 - x + 1 using quasi newton’s method with starting point of xq = 3 and xp = -3.
[7 marks]Explain tearing.
[3 marks]Explain steady state and dynamic simulation.
[4 marks]What is linear programming? State the linear programming in standard form and write down its application in chemical industries.
[7 marks]Differentiate concavity and convexity with example.
[3 marks]Explain optimizing recovery of waste heat recovery.
[4 marks]Discuss obstacles to optimization.
[7 marks]Define global maximum and local maximum.
[3 marks]Write the various equations of motion for process modeling
[4 marks]Discuss general procedure to solve optimization problem.
[7 marks]Define simulation and optimization.
[3 marks]Explain how one-dimensional search is applied in a multidimensional problem?
[4 marks]Minimize a nonquadratic function f(x) = x4 - x + 1 using newton’s method with starting point of x = 3.1
[7 marks]List the various professional simulators and Equation Solver Software.
[3 marks]Explain Random search and grid search method for unconstrained multivariable optimization.
[4 marks]Minimize a nonquadratic function f(x) = x4 - x + 1 using finite difference newton’s method with starting point of x = 3 and h = 0.1.
[7 marks]