Artificial Life and Evolutionary Computation 1st Edition by Marco Villani Irene Poli Roberto Serra ISBN 978-9814287449 981428744X

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Product details: 

ISBN 10: 981428744X

ISBN 13:  978-9814287449

Author: Marco Villani Irene Poli Roberto Serra 

The Italian community in Artificial Life and Evolutionary computation has grown remarkably in recent years, and this book is the first broad collection of its major interests and achievements (including contributions from foreign countries). The contributions in Artificial Life as well as in Evolutionary Computation allow one to see the deep connections between the two fields. The topics addressed are extremely relevant for present day research in Artificial Life and in Evolutionary Computation, which include important contributions from very well-known researchers. The volume provides a very broad picture of the Italian activities in this field.

Table of contents: 

PART I: INVITED PAPERS

Cognitive dynamics in an automata gas.

A. Bazzani, B. Giorgini, F. Zanlungo, S. Rambaldi

Gene-environment interaction: the importance of omics in understanding

the effect of low-dose exposure

A. Colacci, P. Silingardi, M.G. Mascolo, E. Morandi,

M. Vaccari

Diffusion of Shapes.

R.S. Shaw, N.H. Packard

PART II: CLASSIFICATION AND OPTIMIZATION

Classification of colon tumor tissues using genetic programming.

F. Archetti, M. Castelli, I. Giordani, L. Vanneschi

FDC-based particle swarm optimization

A. Azzini, S. Cagnoni, L. Vanneschi

A clonal selection algorithm for the automatic synthesis of low-pass filters

P. Conca, G. Nicosia, G. Stracquadanio

An evolutionary predictive approach to design high dimensional experiments

D. De March, M. Forlin, D. Slanzi, I. Poli

Particle swarm for pattern matching in image analysis.

L. Mussi, S. Cagnoni

Admissible method for improved genetic search in cellular automata model (AMMISCA): a strategy in genetic calibration – preliminary results

R. Umeton, S. Di Gregorio

PART III: COGNITION

Evolving neural word sense disambiguation classifiers with a letter-count distributed encoding…

A. Azzini, C. Da Costa Pereira, M. Dragoni, A. G. B. Tettamanzi

Prefrontal cortex and action sequences: a review on neural

computational models

1. Gaudiello, M.T. Liuzza, D. Caligiore

A Neural-Network Model of the Dynamics of Hunger, Learning, and

Action Vigor in Mice

A. Venditti, M. Mirolli, D. Parisi, G. Baldassarre

Bio-inspired ICT for evolutionary emotional intelligence

M. Villamira, P. Cipresso

Evolution of high level recursive thinking in a collision avoiding agent model.

F. Zanlungo

PART IV: ROBOTICS

Who is the leader? Dynamic role allocation through communication in a population of homogeneous robots

O. Gigliotta, M. Mirolli,

S. Nolfi

Cooperation in corvids: a simulative study with evolved robot.

O. Miglino, M. Ponticorvo, D. Donet, S. Nolfi, P. Pumpkin

Carwin42: Evolution of artificial intelligence controller and aeromechanical setup in simulated race cars.

P. Pinto, M.D. Penna, E. Genoa, M. Mercurio, P. Memmolo

PART V: SOCIAL SCIENCES

Distributed processes in a agent-based model of innovation.

L. Ansaloni, M. Villani, D. Lane

Meet, discuss and trust each other: large versus small groups

T. Carletti, D. Fanelli, A. Guarino, A. Guazzini

Shaping opinions in a social network.

T. Carletti, S. Righi

A cellular automata model for highway traffic with preliminary results…

S. Di Gregorio, R. Umeton, A. Bicocchi, A. Evangelisti

Imaginary or actual artificial worlds using a new tool in the ABM

perspective

P. Terna

PART VI: SYSTEMS BIOLOGY AND SYNTHETIC BIOLOGY

How critical random Boolean networks may be affected by the interaction with others

C. Damiani, A. Graudenzi, M. Villani

Dynamics of interconnected Boolean networks with scale-free topology.

C. Damiani, M. Villani, Ch. Darabos, M. Tomassini

A new model of genetic network: the gene protein Boolean network..

A. Graudenzi, R. Serra

Continuous network models of gene expression in knock-out

experiments: a preliminary study

A. Roli, F. Vernocchi, R. Serra

Synchronization phenomena in internal reaction models of protocells.

R. Serra, T. Carletti, A. Filisetti, I. Poli

Semi-synthetic minimal cells

P. Stano, P.L. Luisi

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