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Principal concepts in applied evolutionary computation emerging trends /

"This book provides an introduction to the important interdisciplinary discipline of evolutionary computation, an artificial intelligence field that combines the principles of computational intelligence with the mechanisms of the theory of evolution"--Provided by publisher.

Bibliographic Details
Corporate Author: IGI Global.
Other Authors: Hong, Wei-Chiang Samuelson, 1972-
Format: Electronic
Language:English
Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2012.
Subjects:
Evolutionary computation.
Evolutionary algorithms and programming
Fuzzy computing
Genetic algorithms
Grid computing
Hybrid methods
Interactive computational models
Metaheuristics
Natural computing
Neural computing
Particle swarm optimization
Online Access:Chapter PDFs via platform:
Table of Contents:
  • Ant clustering algorithms / Yu-Chiun Chiou, Shih-Ta Chou
  • Three novel methods to predict traffic time series in reconstructed state spaces / Lawrence W. Lan, Feng-Yu Lin, April Y. Kuo
  • Self-evolvable protocol design using genetic algorithms / Wenbing Yao ... [et al.]
  • Facial feature tracking via evolutionary multiobjective optimization / Eric C. Larson, Gary G. Yen
  • Ordered incremental multi-objective problem solving based on genetic algorithms / Wenting Mo, Sheng-Uei Guan, Sadasivan Puthusserypady
  • Comparative study of evolutionary computing methods for parameter estimation of power quality signals / V. Ravikumar Pandi, B. K. Panigrahi
  • A heuristic approach for multi objective distribution feeder reconfiguration: using fuzzy sets in normalization of objective functions / Armin Ebrahimi Milani, Mahmood Reza Haghifam
  • A scheduling model with multi-objective optimization for computational grids using NSGA-II / Zahid Raza, Deo P. Vidyarthi
  • Extrapolated biogeography-based optimization (eBBO) for global numerical optimization and microstrip patch antenna design / M. R. Lohokare ... [et al.]
  • Posterior sampling using particle swarm optimizers and model reduction techniques / J. L. Fernández Martínez ... [et al.]
  • reserve constrained multi-area economic dispatch employing evolutionary approach / Manisha Sharma, Manjaree Pandit
  • Application of machine learning techniques to predict software reliability / Ramakanta Mohanty, V. Ravi, M. R. Patra
  • Buffer management in cellular IP networks using evolutionary algorithms / Mohammad Anbar, Deo P. Vidyarthi
  • Using evolution strategies to perform stellar population synthesis for galaxy spectra from SDSS / Juan Carlos Gomez, Olac Fuentes
  • A novel puzzle based compaction (PBC) strategy for enhancing the utilization of reconfigurable resources / Ahmed I. Saleh
  • A comparative study of metaheuristic methods for transmission network expansion plannin / Ashu R. Verma, P. K. Bijwe, B. Panigrahi.

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