| Description |
1 online resource (652 pages) |
| Contents |
Cover; Half Title; Title Page; Copyright Page; Contents; List of Contributors; List of Abbreviations; Preface; About the Editors; PART 1. THEORY AND APPLICATIONS IN ENGINEERING SYSTEMS; 1. Introduction; 2. Bio-Mimetic Adaptations of Genetic Algorithm and Their Applications to Chemical Engineering; 3. Surrogate-Assisted Evolutionary Computing Methods; 4. Evolutionary Algorithms in Ironmaking Applications; 5. Harmony Search Optimization for Multilevel Thresholding in Digital Images; 6. Swarm Intelligence in Software Engineering Design Problems |
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7. Gene Expression Programming in Nanotechnology ApplicationsPART 2. THEORY AND APPLICATIONS OF SINGLE OBJECTIVE OPTIMIZATION STUDIES; 8. An Alternate Hybrid Evolutionary Method for Solving MINLP Problems; 9. Differential Evolution for Optimal Design of Shell-and-Tube Heat Exchangers; 10. Evolutionary Computation Based QoS-Aware Multicast Routing; 11. Performance Assessment of the Canonical Genetic Algorithm: A Study on Parallel Processing Via GPU Architecture; 12. An Efficient Approach for Populating Deep Web Repositories Using SFLA |
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13. Closed Loop Simulation of Quadruple Tank Process Using Adaptive Multi-Loop Fractional Order PID Controller Optimized Using Bat AlgorithmPART 3. THEORY AND APPLICATIONS OF SINGLE AND MULTIOBJECTIVE OPTIMIZATION STUDIES; 14. A Practical Approach Towards Multiobjective Shape Optimization; 15. Nature-Inspired Computing Techniques for Integer Factorization; 16. Genetic Algorithm Based Real-Time Parameter Identifier for an Adaptive Power System Stabilizer; 17. Applied Evolutionary Computation in Fire Safety Upgrading |
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18. Elitist Multiobjective Evolutionary Algorithms for Voltage and Reactive Power Optimization in Power Systems19. Evaluation of Simulated Annealing, Differential Evolution and Particle Swarm Optimization for Solving Pooling Problems; 20. Performance Improvement of NSGA-II Algorithm by Modifying Crossover Probability Distribution; 21. Evolutionary Algorithms for Malware Detection and Classification; Index |
| Notes |
Print version record |
| Subject |
Evolutionary programming (Computer science)
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Evolutionary computation.
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MATHEMATICS -- General.
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MATHEMATICS -- Arithmetic.
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Evolutionary computation
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Evolutionary programming (Computer science)
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| Form |
Electronic book
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| Author |
Babu, B. V
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| ISBN |
9781771883375 |
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1771883375 |
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9781315342160 |
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1315342162 |
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