Noniterative Coordination in Multilevel Systems: Nonconvex Optimization and Its Applications, cartea 34
Autor Todor Stoiloven Limba Engleză Paperback – 16 ian 2012
Din seria Nonconvex Optimization and Its Applications
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Specificații
ISBN-13: 9789401064958
ISBN-10: 9401064954
Pagini: 288
Ilustrații: XIV, 270 p.
Dimensiuni: 160 x 240 x 16 mm
Greutate: 0.46 kg
Ediția:Softcover reprint of the original 1st edition 1999
Editura: Springer
Colecția Nonconvex Optimization and Its Applications
Seria Nonconvex Optimization and Its Applications
Locul publicării:Dordrecht, Netherlands
ISBN-10: 9401064954
Pagini: 288
Ilustrații: XIV, 270 p.
Dimensiuni: 160 x 240 x 16 mm
Greutate: 0.46 kg
Ediția:Softcover reprint of the original 1st edition 1999
Editura: Springer
Colecția Nonconvex Optimization and Its Applications
Seria Nonconvex Optimization and Its Applications
Locul publicării:Dordrecht, Netherlands
Public țintă
ResearchCuprins
I Hierarchical Systems and Their Management.- 1.1 Hierarchical optimization of a catalytic cracking plant.- 1.2. Hierarchical optimization of a hydro and thermal power plant system.- 1.3. Hierarchical optimization and management of an interconnected dynamical system.- 1.4. Mathematical models in hierarchical multilevel system theory.- 1.5. Two level mathematical programming models.- 1.6. Hierarchical model applications.- 1.7. Mathematical modeling in hierarchical system theory - summary.- II One step Coordination as a Tool for Real Time System Management.- 2.1. Relations between multilevel and multilayer hierarchies.- 2.2. One step coordination “suggestion-correction” protocols - a new noniterative multilevel strategy.- 2.3. General mathematical modeling for noniterative coordination.- III Noniterative Coordination with Linear Quadratic Approximations.- 3.1. Analytical solution of the primal Lagrange problem.- 3.2. Evaluation of the matrix dx/dX.- 3.3. Evaluation of the optimal coordination Xopt.- 3.4. Assessment of the approximations of x(X), H(X).- 3.5. Approximation of the global optimization problem.- 3.6. Analytical solution of the general problem of quadratic programming.- 3.7. Noniterative coordination for block diagonal optimization problems.- 3.8. Analytical solution of the quadratic programming problem in the block diagonal case.- 3.9. Examples of block-diagonal problems.- 3.10. Global optimization problem with inequality constraints.- 3.11. Application of noniterative coordination to the general problem of quadratic programming.- 3.12. Application of noniterative coordination for the optimal management of traffic lights of neighbor junctions.- 3.13. Application of noniterative coordination for optimal wireless data communication.- 3.14. Conclusions.- IVNoniterative Coordination applying Rational Pade Functions.- 4.1. Pade approximation of x(X).- 4.2. Modified optimization problem.- 4.3. Dual Lagrange problem.- 4.4. Dual Lagrange problem with approximation.- 4.5. Application of noniterative coordination for optimal hierarchical control of interconnected systems.- 4.6. Application of noniterative coordination for fast solution of nonlinear optimization problems.- 4.7. Comparison between the SQP, QQ and LQ algorithms on optimization problem for vector X.- 4.7. Conclusions.- Epilogue.- Appendices.- References.