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E-raamat: Meta-Heuristics Optimization Algorithms in Engineering, Business, Economics, and Finance

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  • Formaat: PDF+DRM
  • Ilmumisaeg: 30-Sep-2012
  • Kirjastus: Idea Group,U.S.
  • Keel: eng
  • ISBN-13: 9781466620872
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  • Formaat: PDF+DRM
  • Ilmumisaeg: 30-Sep-2012
  • Kirjastus: Idea Group,U.S.
  • Keel: eng
  • ISBN-13: 9781466620872
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"This book explores the emerging study of meta-heuristics optimization algorithms and methods and their role in innovated real world practical applications"--

The meta-heuristic hybrid optimization techniques discussed in this collection address the intrinsic difficulty of algorithms and the need to model uncertainty problems troubling modern industrial, business, and financial systems. Mexican and Iranian contributors describe algorithms for inventory and supply chain management problems, compare Lagrangian relaxations of a two stage facility location problem, and propose an ANN self-tuning frequency control design for an isolated microgrid. Other topics of the 20 papers include particle swarm for optimal power flow, the relationship between stock returns and earnings, robot motion control, generator maintenance scheduling, and weighted affinity measure clustering for online data mining. Annotation ©2012 Book News, Inc., Portland, OR (booknews.com)
Foreword xvii
Preface xix
Acknowledgment xxv
Chapter 1 An Improved Particle Swarm Optimization for Optimal Power Flow
1(40)
Dieu Ngoc Vo
Peter Schegner
Chapter 2 The Use of Soft Computing for Optimization in Business, Economics, and Finance
41(46)
Petr Dostal
Chapter 3 Hybrid Linear Search, Genetic Algorithms, and Simulated Annealing for Fuzzy Non-Linear Industrial Production Planning Problems
87(23)
P. Vasant
Chapter 4 Metaheuristic Algorithms for Supply Chain Management Problems
110(26)
Ata Allah Taleizadeh
Leopoldo Eduardo Cordenas-Barron
Chapter 5 Instance-Specific Parameter Tuning for Meta-Heuristics
136(35)
Jana Ries
Patrick Beullens
Yang Wang
Chapter 6 Investigating of Hybrid Meta-Heuristics to Solve the Large-Scale Multi-Source Weber Problems and Performance Measuring of them with Statistical Tests
171(27)
Abdolsalam Ghaderi
Chapter 7 Analysing the Returns-Earnings Relationship: Dempster-Shafer Theory and Evolutionary Computation Based Analyses Using the Classification and Ranking Belief Simplex
198(25)
Malcolm J. Beynon
Mark Clatworthy
Chapter 8 Support Vector Machine Based Mobile Robot Motion Control and Obstacle Avoidance
223(29)
Lihua Jiang
Mingcong Deng
Chapter 9 A Hybrid Meta-Heuristic to Solve a Multi-Criteria HFS Problem
252(23)
Fatima Ghedjati
Safa Khalouli
Chapter 10 Pure and Hybrid Metaheuristics for the Response Time Variability Problem
275(37)
Alberto Garcia-Villoria
Albert Corominas
Rafael Pastor
Chapter 11 Hybrid Metaheuristics Algorithms for Inventory Management Problems
312(45)
Ata Allah Taleizadeh
Leopoldo Eduardo Cardenas-Barron
Chapter 12 ANN-Based Self-Tuning Frequency Control Design for an Isolated Microgrid
357(29)
H. Bevrani
F. Habibi
S. Shokoohi
Chapter 13 Soccer Game Optimization: An Innovative Integration of Evolutionary Algorithm and Swarm Intelligence Algorithm
386(35)
Hindriyanto Dwi Purnomo
Hui-Ming Wee
Chapter 14 Two Stage Capacitated Facility Location Problem: Lagrangian Based Heuristics
421(27)
Igor Litvinchev
Miguel Mata
Lucero Ozuna
Jania Saucedo
Socorro Rangel
Chapter 15 Generators Maintenance Scheduling Using Music-Inspired Harmony Search Algorithm
448(36)
Laiq Khan
Rabiah Badar
Sidra Mumtaz
Chapter 16 Usage of Metaheuristics in Engineering: A Literature Review
484(45)
Ozlem Senvar
Ebru Turanoglu
Cengiz Kahraman
Chapter 17 Online Clustering and Outlier Detection
529(17)
Baoying Wang
Aijuan Dong
Chapter 18 Optimal Ordering of Activities of New Product Development Projects with Time and Cost Considerations
546(18)
Hisham M. Abdelsalam
Amany Magdy
Chapter 19 Application of Meta-Heuristic Optimization Algorithms in Electric Power Systems
564(52)
N.I. Voropai
A. Z. Gamm
A. M. Glazunova
P. V. Etingov
I. N. Kolosok
E. S. Korkina
V. G. Kurbatsky
D. N. Sidorov
V. A. Spiryaev
N. V. Tomin
R. A. Zaika
B. Bat-Undraal
Chapter 20 A Gravitational Search Algorithm Approach for Optimizing Closed-Loop Logistics Network
616(23)
Abdolhossein Sadrnia
Hossein Nezamabadi-Pour
Mehrdad Nikbakht
Napsiah Ismail
Compilation of References 639(56)
About the Contributors 695(11)
Index 706
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