Stochastic global optimization: techniques and applications in chemical engineering
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific
©2010
|
| Schriftenreihe: | Advances in process systems engineering
v. 2 |
| Schlagworte: | |
| Online-Zugang: | FAW01 FAW02 Volltext |
| Beschreibung: | Some online versions lack accompanying media packaged with the printed version Includes bibliographical references and index Ch. 1. Introduction / Gade Pandu Rangaiah -- ch. 2. Formulation and illustration of Luus-Jaakola optimization procedure / Rein Luus -- ch. 3. Adaptive random search and simulated annealing optimizers : algorithms and application issues / Jacek M. Jezowski, Grzegorz Poplewski and Roman Bochenek -- ch. 4. Genetic algorithms in process engineering : developments and implementation issues / Abdunnaser Younes, Ali Elkamel and Shawki Areibi -- ch. 5. Tabu search for global optimization of problems having continuous variables / Sim Mong Kai, Gade Pandu Rangaiah and Mekapati Srinivas -- ch. 6. Differential evolution : method, developments and chemical engineering applications / Chen Shaoqiang, Gade Pandu Rangaiah and Mekapati Srinivas -- ch. 7. Ant colony optimization : details of algorithms suitable for process engineering / V.K. Jayaraman [and others] -- ch. 8. Particle swarm optimization for solving NLP and MINLP in chemical engineering / Bassem Jarboui [and others] -- - ch. 9. An introduction to the harmony search algorithm / Gordon Ingram and Tonghua Zhang -- ch. 10. Meta-heuristics : evaluation and reporting techniques / Abdunnaser Younes, Ali Elkamel and Shawki Areibi -- ch. 11. A hybrid approach for constraint handling in MINLP optimization using stochastic algorithms / G.A. Durand [and others] -- ch. 12. Application of Luus-Jaakola optimization procedure to model reduction, parameter estimation and optimal control / Rein Luus -- ch. 13. Phase stability and equilibrium calculations in reactive systems using differential evolution and tabu search / Adrian Bonilla-Petriciolet [and others] -- ch. 14. Differential evolution with tabu list for global optimization : evaluation of two versions on benchmark and phase stability problems / Mekapati Srinivas and Gade Pandu Rangaiah -- ch. 15. Application of adaptive random search optimization for solving industrial water allocation problem / Grzegorz Poplewski and Jacek M. Jezowski -- - ch. 16. Genetic algorithms formulation for retrofitting heat exchanger network / Roman Bochenek and Jacek M. Jezowski -- ch. 17. Ant colony optimization for classification and feature selection / V.K. Jayaraman [and others] -- ch. 18. Constraint programming and genetic algorithm / Prakash R. Kotecha, Mani Bhushan and Ravindra D. Gudi -- ch. 19. Schemes and implementations of parallel stochastic optimization algorithms application of tabu search to chemical engineering problems / B. Lin and D.C. Miller Optimization has played a key role in the design, planning and operation of chemical and related processes, for several decades. Global optimization has been receiving considerable attention in the past two decades. Of the two types of techniques for global optimization, stochastic global optimization is applicable to any type of problems having non-differentiable functions, discrete variables and/or continuous variables. It, thus, shows significant promise and potential for process optimization. So far, there are no books focusing on stochastic global optimization and its applications in chemical engineering. Stochastic Global Optimization - a monograph with contributions by leading researchers in the area ¿ bridges the gap in this subject, with the aim of highlighting and popularizing stochastic global optimization techniques for chemical engineering applications. The book, with 19 chapters in all, is broadly categorized into two sections that extensively cover the techniques and the chemical engineering applications |
| Beschreibung: | 1 Online-Ressource (xi, 709 pages) |
| ISBN: | 9789814299206 9789814299213 9814299200 9814299219 |
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| 500 | |a - ch. 16. Genetic algorithms formulation for retrofitting heat exchanger network / Roman Bochenek and Jacek M. Jezowski -- ch. 17. Ant colony optimization for classification and feature selection / V.K. Jayaraman [and others] -- ch. 18. Constraint programming and genetic algorithm / Prakash R. Kotecha, Mani Bhushan and Ravindra D. Gudi -- ch. 19. Schemes and implementations of parallel stochastic optimization algorithms application of tabu search to chemical engineering problems / B. Lin and D.C. Miller | ||
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| id | DE-604.BV043102079 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:17:29Z |
| institution | BVB |
| isbn | 9789814299206 9789814299213 9814299200 9814299219 |
| language | English |
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| physical | 1 Online-Ressource (xi, 709 pages) |
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| publisher | World Scientific |
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| series2 | Advances in process systems engineering |
| spelling | Stochastic global optimization techniques and applications in chemical engineering editor, Gade Pandu Rangaiah Singapore World Scientific ©2010 1 Online-Ressource (xi, 709 pages) txt rdacontent c rdamedia cr rdacarrier Advances in process systems engineering v. 2 Some online versions lack accompanying media packaged with the printed version Includes bibliographical references and index Ch. 1. Introduction / Gade Pandu Rangaiah -- ch. 2. Formulation and illustration of Luus-Jaakola optimization procedure / Rein Luus -- ch. 3. Adaptive random search and simulated annealing optimizers : algorithms and application issues / Jacek M. Jezowski, Grzegorz Poplewski and Roman Bochenek -- ch. 4. Genetic algorithms in process engineering : developments and implementation issues / Abdunnaser Younes, Ali Elkamel and Shawki Areibi -- ch. 5. Tabu search for global optimization of problems having continuous variables / Sim Mong Kai, Gade Pandu Rangaiah and Mekapati Srinivas -- ch. 6. Differential evolution : method, developments and chemical engineering applications / Chen Shaoqiang, Gade Pandu Rangaiah and Mekapati Srinivas -- ch. 7. Ant colony optimization : details of algorithms suitable for process engineering / V.K. Jayaraman [and others] -- ch. 8. Particle swarm optimization for solving NLP and MINLP in chemical engineering / Bassem Jarboui [and others] -- - ch. 9. An introduction to the harmony search algorithm / Gordon Ingram and Tonghua Zhang -- ch. 10. Meta-heuristics : evaluation and reporting techniques / Abdunnaser Younes, Ali Elkamel and Shawki Areibi -- ch. 11. A hybrid approach for constraint handling in MINLP optimization using stochastic algorithms / G.A. Durand [and others] -- ch. 12. Application of Luus-Jaakola optimization procedure to model reduction, parameter estimation and optimal control / Rein Luus -- ch. 13. Phase stability and equilibrium calculations in reactive systems using differential evolution and tabu search / Adrian Bonilla-Petriciolet [and others] -- ch. 14. Differential evolution with tabu list for global optimization : evaluation of two versions on benchmark and phase stability problems / Mekapati Srinivas and Gade Pandu Rangaiah -- ch. 15. Application of adaptive random search optimization for solving industrial water allocation problem / Grzegorz Poplewski and Jacek M. Jezowski -- - ch. 16. Genetic algorithms formulation for retrofitting heat exchanger network / Roman Bochenek and Jacek M. Jezowski -- ch. 17. Ant colony optimization for classification and feature selection / V.K. Jayaraman [and others] -- ch. 18. Constraint programming and genetic algorithm / Prakash R. Kotecha, Mani Bhushan and Ravindra D. Gudi -- ch. 19. Schemes and implementations of parallel stochastic optimization algorithms application of tabu search to chemical engineering problems / B. Lin and D.C. Miller Optimization has played a key role in the design, planning and operation of chemical and related processes, for several decades. Global optimization has been receiving considerable attention in the past two decades. Of the two types of techniques for global optimization, stochastic global optimization is applicable to any type of problems having non-differentiable functions, discrete variables and/or continuous variables. It, thus, shows significant promise and potential for process optimization. So far, there are no books focusing on stochastic global optimization and its applications in chemical engineering. Stochastic Global Optimization - a monograph with contributions by leading researchers in the area ¿ bridges the gap in this subject, with the aim of highlighting and popularizing stochastic global optimization techniques for chemical engineering applications. The book, with 19 chapters in all, is broadly categorized into two sections that extensively cover the techniques and the chemical engineering applications Engineering Chemical engineering Mathematics MATHEMATICS / Optimization bisacsh Ingenieurwissenschaften Mathematik Chemical processes Mathematical optimization Stochastic processes Chemical engineering Mathematics Stochastische Optimierung (DE-588)4057625-5 gnd rswk-swf Globale Optimierung (DE-588)4140067-7 gnd rswk-swf Stochastische Optimierung (DE-588)4057625-5 s Globale Optimierung (DE-588)4140067-7 s 1\p DE-604 Rangaiah, Gade Pandu Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=374809 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Stochastic global optimization techniques and applications in chemical engineering Engineering Chemical engineering Mathematics MATHEMATICS / Optimization bisacsh Ingenieurwissenschaften Mathematik Chemical processes Mathematical optimization Stochastic processes Chemical engineering Mathematics Stochastische Optimierung (DE-588)4057625-5 gnd Globale Optimierung (DE-588)4140067-7 gnd |
| subject_GND | (DE-588)4057625-5 (DE-588)4140067-7 |
| title | Stochastic global optimization techniques and applications in chemical engineering |
| title_auth | Stochastic global optimization techniques and applications in chemical engineering |
| title_exact_search | Stochastic global optimization techniques and applications in chemical engineering |
| title_full | Stochastic global optimization techniques and applications in chemical engineering editor, Gade Pandu Rangaiah |
| title_fullStr | Stochastic global optimization techniques and applications in chemical engineering editor, Gade Pandu Rangaiah |
| title_full_unstemmed | Stochastic global optimization techniques and applications in chemical engineering editor, Gade Pandu Rangaiah |
| title_short | Stochastic global optimization |
| title_sort | stochastic global optimization techniques and applications in chemical engineering |
| title_sub | techniques and applications in chemical engineering |
| topic | Engineering Chemical engineering Mathematics MATHEMATICS / Optimization bisacsh Ingenieurwissenschaften Mathematik Chemical processes Mathematical optimization Stochastic processes Chemical engineering Mathematics Stochastische Optimierung (DE-588)4057625-5 gnd Globale Optimierung (DE-588)4140067-7 gnd |
| topic_facet | Engineering Chemical engineering Mathematics MATHEMATICS / Optimization Ingenieurwissenschaften Mathematik Chemical processes Mathematical optimization Stochastic processes Chemical engineering Mathematics Stochastische Optimierung Globale Optimierung |
| url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=374809 |
| work_keys_str_mv | AT rangaiahgadepandu stochasticglobaloptimizationtechniquesandapplicationsinchemicalengineering |