Collectives and the Design of Complex Systems
Editorial Reviews
Book Description
With the advent of extremely affordable computing power, the world is becoming filled with distributed systems of computationally sophisticated components. However, no current scientific discipline offers a thorough understanding of the relation of such "collectives" and how well they meet performance criteria.
Collectives and Design of Complex Systems lays the foundation for the study of collective intelligence and how these entities can be developed to yield optimal performance. Part one describes how some information-processing problems can only be solved by the joint actions of large communities of computers, each running their own complex, decentralized machine-learning algorithms. Part two offers general analysis on the dynamics and structures of collectives. Finally, part three addresses economic,
model-free, and control-theory approaches to designing these complex systems. The work assumes a modest understanding of basic statistics and calculus.
Integrates theory with real-world practice.
Book Info
Surveys the latest research on the dynamics of collectives and critical design issues. Presents key theoretical principles and applications in real-world scenarios. DLC: Electronic data processing--Distributed processing.
Collectives and the Design of Complex Systems,Kagan Tumer,David Wolpert,Springer,0387401652,Artificial Intelligence - General,Chemistry - General,Computer Science,Computers - General Information,Distributed processing,Electronic data processing,Intelligent agents (Computer s,Intelligent agents (Computer software),Science,Science/Mathematics,System design,Computers / Artificial Intelligence
Books Review:
Recommended Books