Open access peer-reviewed Edited Volume

Bio-Inspired Computational Algorithms and Their Applications

Bio-inspired computational algorithms are always hot research topics in artificial intelligence communities. Biology is a bewildering source of inspiration for the design of intelligent artifacts that are capable of efficient and autonomous operation in unknown and changing environments. It is difficult to resist the fascination of creating artifacts that display elements of lifelike intelligence, thus needing techniques for control, optimization, prediction, security, design, and so on. Bio-Inspired Computational Algorithms and Their Applications is a compendium that addresses this need. It integrates contrasting techniques of genetic algorithms, artificial immune systems, particle swarm optimization, and hybrid models to solve many real-world problems. The works presented in this book give insights into the creation of innovative improvements over algorithm performance, potential applications on various practical tasks, and combination of different techniques. The book provides a reference to researchers, practitioners, and students in both artificial intelligence and engineering communities, forming a foundation for the development of the field.

Read more >Order hardcopy
IntechOpen
Bio-Inspired Computational Algorithms and Their ApplicationsEdited by Shangce Gao

Published: March 7th 2012

DOI: 10.5772/2358

ISBN: 978-953-51-0214-4

Copyright year: 2012

Books open for chapter submissions

39338 Total Chapter Downloads

18 Crossref Citations

22 Web of Science Citations

37 Dimensions Citations

chaptersDownloads

Open access peer-reviewed

1. The Successive Zooming Genetic Algorithm and Its Applications

By Young-Doo Kwon and Dae-Suep Lee

1915

Open access peer-reviewed

2. The Network Operator Method for Search of the Most Suitable Mathematical Equation

By Askhat Diveev and Elena Sofronova

1259

Open access peer-reviewed

3. Performance of Simple Genetic Algorithm Inserting Forced Inheritance Mechanism and Parameters Relaxation

By Esther Lugo-González, Emmanuel A. Merchán-Cruz, Luis H. Hernández-Gómez, Rodolfo Ponce-Reynoso, Christopher R. Torres-San Miguel and Javier Ramírez-Gordillo

1735

Open access peer-reviewed

4. The Roles of Crossover and Mutation in Real-Coded Genetic Algorithms

By Yourim Yoon and Yong-Hyuk Kim

3212

Open access peer-reviewed

5. A Splicing/Decomposable Binary Encoding and Its Novel Operators for Genetic and Evolutionary Algorithms

By Yong Liang

1746

Open access peer-reviewed

6. Genetic Algorithms: An Overview with Applications in Evolvable Hardware

By Popa Rustem

2945

Open access peer-reviewed

7. Tune Up of a Genetic Algorithm to Group Documentary Collections

By José Luis Castillo Sequera

1489

Open access peer-reviewed

8. Public Portfolio Selection Combining Genetic Algorithms and Mathematical Decision Analysis

By Eduardo Fernández-González, Inés Vega-López and Jorge Navarro-Castillo

1278

Open access peer-reviewed

9. The Search for Parameters and Solutions: Applying Genetic Algorithms on Astronomy and Engineering

By Annibal Hetem Jr.

1835

Open access peer-reviewed

10. Fusion of Visual and Thermal Images Using Genetic Algorithms

By Sertan Erkanli, Jiang Li and Ender Oguslu

2092

Open access peer-reviewed

11. Self Adaptive Genetic Algorithms for Automated Linear Modelling of Time Series

By Pedro Flores, Larysa Burtseva and Luis B. Morales

1632

Open access peer-reviewed

12. Optimal Feature Generation with Genetic Algorithms and FLDR in a Restricted-Vocabulary Speech Recognition System

By Julio César Martínez-Romo, Francisco Javier Luna-Rosas, Miguel Mora-González, Carlos Alejandro de Luna-Ortega and Valentín López-Rivas

1738

Open access peer-reviewed

13. Performance of Varying Genetic Algorithm Techniques in Online Auction

By Kim Soon Gan, Patricia Anthony, Jason Teo and Kim On Chin

1821

Open access peer-reviewed

14. Mining Frequent Itemsets over Recent Data Stream Based on Genetic Algorithm

By Zhou Yong, Han Jun and Guo He

2235

Open access peer-reviewed

15. Optimal Design of Power System Controller Using Breeder Genetic Algorithm

By K. A. Folly and S. P. Sheetekela

1708

Open access peer-reviewed

16. On the Application of Optimal PWM of Induction Motor in Synchronous Machines at High Power Ratings

By Arash Sayyah and Alireza Rezazadeh

1492

Open access peer-reviewed

17. Artificial Immune Systems, Dynamic Fitness Landscapes, and the Change Detection Problem

By Hendrik Richter

1295

Open access peer-reviewed

18. Modelling the Innate Immune System

By Pedro Rocha, Alexandre Pigozzo, Bárbara Quintela, Gilson Macedo, Rodrigo Santos and Marcelo Lobosco

1659

Open access peer-reviewed

19. A Stochastically Perturbed Particle Swarm Optimization for Identical Parallel Machine Scheduling Problems

By Mehmet Sevkli and Aise Zulal Sevkli

1625

Open access peer-reviewed

20. Performance Study of Cultural Algorithms Based on Genetic Algorithm with Single and Multi Population for the MKP

By Deam James Azevedo da Silva, Otávio Noura Teixeira and Roberto Célio Limão de Oliveira

2633

Open access peer-reviewed

21. Using a Genetic Algorithm to Solve the Benders’ Master Problem for Capacitated Plant Location

By Ming-Che Lai and Han-suk Sohn

1994

Edited Volume and chapters are indexed in

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

Order a hardcopy of the Edited Volume

Free shipping with DHL Express

Hardcover (ex. VAT)£170

Order now

Residents of European Union countries need to add a Book Value-Added Tax of 5%. Institutions and companies, registered as VAT taxable entities in their own EU member state, will not pay VAT by providing IntechOpen with their VAT registration number. This is made possible by the EU reverse charge method.

Special discount for IntechOpen contributors

All IntechOpen contributors are offered special discounts starting at 40% OFF available through your personal dashboard

Login and purchase