The Resource Recent advances in artificial life : Sydney, Australia, 5-8 December 2005, editors, H.A. Abbass, T. Bossomaier, J. Wiles

Recent advances in artificial life : Sydney, Australia, 5-8 December 2005, editors, H.A. Abbass, T. Bossomaier, J. Wiles

Label
Recent advances in artificial life : Sydney, Australia, 5-8 December 2005
Title
Recent advances in artificial life
Title remainder
Sydney, Australia, 5-8 December 2005
Statement of responsibility
editors, H.A. Abbass, T. Bossomaier, J. Wiles
Creator
Contributor
Subject
Genre
Language
eng
Summary
Artificial life is now a recognized discipline of research with many important applications and software tools. However, many theoretical issues remain unresolved. This book brings together a cross-section of key developments in artificial life, which in turn gives us new insight into the theory of complex systems. The central ideas of the book surround genetics and evolution in an artificial life framework. Topics covered include maintenance of genetic diversity, hierarchical structures and stability of ecosystems. Underpinning these topics are key theoretical developments surrounding network complexity, the development of pattern languages for complex networks and a deeper understanding of the edge of chaos where complex systems live. Practical applications include optimization, gene regulatory networks, modeling the spread of disease and the evolution of ageing. The reader will gain an insight into the mathematical techniques at the core of artificial life and encounter a sufficient diversity of applications to stimulate new directions in their own field
Member of
Additional physical form
Also available via the World Wide Web
Cataloging source
AU@
Dewey number
006.3
Illustrations
illustrations
Index
index present
LC call number
Q335
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Series statement
Advances in natural computation
Series volume
v. 3
Label
Recent advances in artificial life : Sydney, Australia, 5-8 December 2005, editors, H.A. Abbass, T. Bossomaier, J. Wiles
Publication
Bibliography note
Includes bibliographical references (pages 359-385) and index
http://library.link/vocab/branchCode
  • net
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
black and white
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
1. Recreating large-scale evolutionary phenomena / P.-M. Agapow -- 2. Neural evolution for collision detection & resolution in a 2D free flight environment / S. Alam [and others] -- 3. Cooperative coevolution of genotype-phenotype mappings to solve epistatic optimization problems / L.T. Bui. H.A. Abbass, and D. Essam -- 4. Approaching perfect mixing in a simple model of the spread of an infectious disease / D . Chu and J . Rowe -- 5. The formation of hierarchical structures in a pseudo-spatial co-evolutionary artificial life environment / D. Cornforth. D.G. Green and J. Awburn -- 6. Perturbation analysis : a complex systems pattern / N. Geard. K. Willadsen and J. Wiles -- 7. A simple genetic algorithm for studies of Mendelian populations / C . Gondro and J.C.M. Magalhaes -- 8. Roles of rule-priority evolution in animat models / K.A. Hawick, H.A. James and C.J. Scogings -- 9. Gauging ALife : emerging complex systems / K. Kitto -- 10. Localisation of critical transition phenomena in cellular automata rule-space / A. Lafusa and T. Bossomaier -- 11. Issues in the scalability of gate-level morphogenetic evolvable hardware / J. Lee and J. Sitte -- 12. Phenotype diversity objectives for graph grammar evolution / M.H. Luerssen -- 13. An ALife investigation on the origins of dimorphic parental investments / S. Mascaro. K.B. Korb and A.E. Nicholson -- 14. Local structure and stability of model and real world ecosystems / D. Newth and D. Cornforth -- 15. Quantification of emergent behaviors induced by feedback resonance of chaos / A. Patti, M. Lungarella and Y. Kuniyoshi -- 16. A dynamic optimisation approach for ant colony optimisation using the multidimensional Knapsack problem / M. Randall -- 17. Maintaining explicit diversity within individual ant colonies / M. Randall -- 18. Evolving gene regulatory networks for cellular morphogenesis / T. Rudge and N. Geard -- 19. Complexity of networks / R.K. Standish -- 20. A generalised technique for building 2D structures with robot swarms / R.L. Stewart and R.A. Russell -- 21. H-ABC : a scalable dynamic routing algorithm / B. Tatomir and L.J.M. Rothkrantz -- 22. Describing DNA automata using an artificial chemistry based on pattern matching and recombination / T . Watanabe [and others] -- 23. Towards a network pattern language for complex systems / J. Watson [and others] -- 24. The evolution of aging / O.G. Woodberry. K.B. Korb and A.E. Nicholson -- 25. Evolving capability requirements in WISDOM-II / A. Yang [and others]
Control code
ocn780417049
Dimensions
other
Extent
1 online resource (xvii, 388 pages)
Form of item
online
Isbn
9789812701497
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other physical details
illustrations
http://library.link/vocab/recordID
.b22865950
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)780417049
  • pebcs9812566155
System details
  • Mode of access: World Wide Web
  • System requirements: Internet connectivity, World Wide Web browser, and Adobe Acrobat

Library Locations

    • Deakin University Library - Geelong Waurn Ponds CampusBorrow it
      75 Pigdons Road, Waurn Ponds, Victoria, 3216, AU
      -38.195656 144.304955
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