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2005: Natural Computing - Concepts and Applications

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Leandro de Castro
Leandro de Castro

BIC 2005 (Biologically Inspired Computing Conference), Johor, Malaysia

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Natural Computing: A Brief Survey of Ideas and Applications BIC 2005: International Symposium on Bio-Inspired Computing Johor, MY, 9 th September 2005 Dr. Leandro Nunes de Castro [email_address] http://lsin.unisantos.b/lnunes Catholic University of Santos - UniSantos/Brazil
[object Object],[object Object],[object Object],[object Object],Foreword Adapted from Digital Biology, by P. Bentley.
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Part I Introduction and Motivation
Current Computer Technology ,[object Object],[object Object],[object Object],[object Object]
Features of Current Computers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Are You Ready? ,[object Object],[object Object],[object Object]
Why Are These Questions Hard? (1. Products Distribution) ,[object Object]
Why Are These Questions Hard? (2. Behavioral Simulation)
Why Are These Questions Hard? (3. New Technologies) ,[object Object],[object Object],[object Object],N. of atoms per bit Year 2020: 1 atom per bit
What all these questions have in common? ,[object Object],Where can we find answers to them? ,[object Object]
Part II Looking at Nature with Different Eyes ---- Nature’s Solutions: Some Samples
Natural Architects
Natural Deliverers and Cleaners
Natural Behavior Animators
Natural Computer
Part III Natural Computing
From Nature to Computing: Natural Computing ,[object Object],[object Object],[object Object],[object Object],[object Object]
The Philosophy of Natural Computing
Part III-A Computing Inspired by Nature
Main Ideas ,[object Object],[object Object],[object Object],[object Object],[object Object]
Main Themes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Older approaches
Neurocomputing ,[object Object]
[object Object],[object Object],[object Object],[object Object],Neurocomputing
Neurocomputing ,[object Object],[object Object]
[object Object],[object Object],Neurocomputing
[object Object],[object Object],Neurocomputing
[object Object],[object Object],Neurocomputing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Neurocomputing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Neurocomputing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Neurocomputing
Evolutionary Computing ,[object Object],+ Reproduction + Genetic Variation + Selection
[object Object],Evolutionary Computing
Evolutionary Computing ,[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],Evolutionary Computing
[object Object],Evolutionary Computing procedure [ P ] = standard_EA( pc , pm ) initialize P f  eval( P ) P  select( P , f ) t  1 while not_stopping_criterion do , P  reproduce( P , f ,pc ) P  variate( P ,pm ) f  eval( P ) P  select( P , f ) t  t + 1 end while end procedure
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Evolutionary Computing
[object Object],[object Object],[object Object],[object Object],[object Object],Evolutionary Computing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Evolutionary Computing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Swarm Intelligence
[object Object],Swarm Intelligence
Swarm Intelligence ,[object Object]
[object Object],Swarm Intelligence
[object Object],Swarm Intelligence
[object Object],Swarm Intelligence
[object Object],[object Object],[object Object],[object Object],Swarm Intelligence
[object Object],[object Object],[object Object],[object Object],[object Object],Swarm Intelligence
Immunocomputing ,[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],Immunocomputing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Immunocomputing
Immunocomputing ,[object Object],[object Object],[object Object],[object Object],[object Object]
Immunocomputing ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],Immunocomputing
[object Object],Immunocomputing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Immunocomputing
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Immunocomputing
Part III-B Artificial Life and Fractal Geometry
Main Ideas ,[object Object],[object Object],[object Object],[object Object]
Artificial Life ,[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],Artificial Life
[object Object],[object Object],Artificial Life
[object Object],Artificial Life
[object Object],Artificial Life
Artificial Life ,[object Object]
[object Object],[object Object],[object Object],[object Object],Artificial Life
[object Object],Artificial Life
[object Object],Artificial Life
Artificial Life
[object Object],Artificial Life
[object Object],Artificial Life
[object Object],Artificial Life
[object Object],Artificial Life
[object Object],Artificial Life
[object Object],[object Object],[object Object],[object Object],[object Object],Artificial Life
Fractal Geometry ,[object Object],[object Object],[object Object]
Fractal Geometry ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Fractal Geometry
[object Object],Fractal Geometry
[object Object],[object Object],[object Object],[object Object],Fractal Geometry
[object Object],Fractal Geometry
[object Object],Fractal Geometry
Fractal Geometry ,[object Object]
[object Object],[object Object],[object Object],[object Object],Fractal Geometry
[object Object],Fractal Geometry
[object Object],[object Object],[object Object],Fractal Geometry
[object Object],Fractal Geometry
[object Object],Fractal Geometry
[object Object],[object Object],[object Object],[object Object],Fractal Geometry
Fractal Geometry ,[object Object],[object Object]
[object Object],[object Object],[object Object],Fractal Geometry
Part III-C Computing with New Natural Material
[object Object],[object Object],[object Object],[object Object],[object Object],Computing with Natural Material
Computing with Natural Material ,[object Object]
[object Object],[object Object],Computing with Natural Material
Part IV Computing in the New Millennium
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Computing in the New Millennium
Computing in the New Millennium ,[object Object]
[object Object],Computing in the New Millennium
Main Reference ,[object Object]
How far can we go? Questions, comments?

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