Open access peer-reviewed Edited Volume

Real-World Applications of Genetic Algorithms

Edited by Olympia Roeva

Institute of Biophysics and Biomedical Engineering, Bulgaria

The book addresses some of the most recent issues, with the theoretical and methodological aspects, of evolutionary multi-objective optimization problems and the various design challenges using different hybrid intelligent approaches. Multi-objective optimization has been available for about two decades, and its application in real-world problems is continuously increasing. Furthermore, many applications function more effectively using a hybrid systems approach. The book presents hybrid techniques based on Artificial Neural Network, Fuzzy Sets, Automata Theory, other metaheuristic or classical algorithms, etc. The book examines various examples of algorithms in different real-world application domains as graph growing problem, speech synthesis, traveling salesman problem, scheduling problems, antenna design, genes design, modeling of chemical and biochemical processes etc.

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Real-World Applications of Genetic AlgorithmsEdited by Olympia Roeva

Published: March 7th 2012

DOI: 10.5772/2674

ISBN: 978-953-51-0146-8

Copyright year: 2012

Books open for chapter submissions

44161 Total Chapter Downloads

22 Crossref Citations

25 Web of Science Citations

40 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. Different Tools on Multi-Objective Optimization of a Hybrid Artificial Neural Network – Genetic Algorithm for Plasma Chemical Reactor Modelling

By Nor Aishah Saidina Amin and I. Istadi

2005

Open access peer-reviewed

2. Application of Bio-Inspired Algorithms and Neural Networks for Optimal Design of Fractal Frequency Selective Surfaces

By Paulo Henrique da Fonseca Silva, Marcelo Ribeiro da Silva, Clarissa de Lucena Nóbrega and Adaildo Gomes D’Assunção

1979

Open access peer-reviewed

3. Evolutionary Multi-Objective Algorithms

By Aurora Torres, Dolores Torres, Sergio Enriquez, Eunice Ponce de León and Elva Díaz

1825

Open access peer-reviewed

4. Evolutionary Algorithms Based on the Automata Theory for the Multi-Objective Optimization of Combinatorial Problems

By Elias D. Niño

2391

Open access peer-reviewed

5. Evolutionary Techniques in Multi-Objective Optimization Problems in Non-Standardized Production Processes

By Mariano Frutos, Ana C. Olivera and Fernando Tohmé

1681

Open access peer-reviewed

6. A Hybrid Parallel Genetic Algorithm for Reliability Optimization

By Ki Tae Kim and Geonwook Jeon

2256

Open access peer-reviewed

7. Hybrid Genetic Algorithm-Support Vector Machine Technique for Power Tracing in Deregulated Power Systems

By Mohd Wazir Mustafa, Mohd Herwan Sulaiman, Saifulnizam Abd. Khalid and Hussain Shareef

2749

Open access peer-reviewed

8. Hybrid Genetic Algorithm for Fast Electromagnetic Synthesis

By Artem V. Boriskin and Ronan Sauleau

2113

Open access peer-reviewed

9. A Hybrid Methodology Approach for Container Loading Problem Using Genetic Algorithm to Maximize the Weight Distribution of Cargo

By Luiz Jonatã Pires de Araújo and Plácido Rogério Pinheiro

2553

Open access peer-reviewed

10. Hybrid Genetic Algorithms for the Single Machine Scheduling Problem with Sequence-Dependent Setup Times

By Aymen Sioud, MarcGravel and Caroline Gagné

1450

Open access peer-reviewed

11. Genetic Algorithms and Group Method of Data Handling- Type Neural Networks Applications in Poultry Science

By Majid Mottaghitalb

3139

Open access peer-reviewed

12. New Approaches to Designing Genes by Evolution in the Computer

By Alexander V. Spirov and David M. Holloway

1333

Open access peer-reviewed

13. Application of Genetic Algorithms and Ant Colony Optimization for Modelling of E. coli Cultivation Process

By Olympia Roeva and Stefka Fidanova

2771

Open access peer-reviewed

14. Multi-Objective Genetic Algorithm to Automatically Estimating the Input Parameters of Formant-Based Speech Synthesizers

By Fabíola Araújo, Jonathas Trindade, José Borges, Aldebaro Klautau and Igor Couto

2262

Open access peer-reviewed

15. Solving Timetable Problem by Genetic Algorithm and Heuristic Search Case Study: Universitas Pelita Harapan Timetable

By Samuel Lukas, Arnold Aribowo and Milyandreana Muchri

9406

Open access peer-reviewed

16. Genetic Algorithms for Semi-Static Wavelength-Routed Optical Networks

By R.J. Durán, I. de Miguel, N. Merayo, P. Fernández, J.C. Aguado, A. Bahillo, R. de la Rosa and A. Alonso

1462

Open access peer-reviewed

17. Surrogate-Based Optimization

By Zhong-Hua Han and Ke-Shi Zhang

2786

Edited Volume and chapters are indexed in

  • Worldcat
  • OpenAIRE
  • Google Scholar
  • AZ ebsco
  • Base
  • CNKI
  • IET Inspec

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