Advances in Computational Intelligence: IEEE World Congress by Piero P. Bonissone (auth.), Jing Liu, Cesare Alippi,

By Piero P. Bonissone (auth.), Jing Liu, Cesare Alippi, Bernadette Bouchon-Meunier, Garrison W. Greenwood, Hussein A. Abbass (eds.)

This cutting-edge survey deals a renewed and clean specialise in the growth in evolutionary computation, in neural networks, and in fuzzy platforms. The e-book provides the services and studies of major researchers spanning a various spectrum of computational intelligence in those parts. the result's a balanced contribution to the examine quarter of computational intelligence that are supposed to serve the neighborhood not just as a survey and a reference, but additionally as an notion for the long run development of the state-of-the-art of the sector. The thirteen chosen chapters originate from lectures and displays given on the IEEE global Congress on Computational Intelligence, WCCI 2012, held in Brisbane, Australia, in June 2012.

Show description

Read or Download Advances in Computational Intelligence: IEEE World Congress on Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Plenary/Invited Lectures PDF

Best world books

The Ugly Game: The Qatari Plot to Buy the World Cup

Whilst the tiny wasteland kingdom of Qatar gained the rights to host the 2022 global Cup, the inside track used to be greeted with surprise and disbelief. How had a rustic with nearly no soccer infrastructure or culture, a excessive terror possibility and searing summer time temperatures of 50C overwhelmed extra confirmed international locations with enhanced bids?

The World Perceived: A Theological And Phenomenological Approach To Thinking About, Perceiving, And Living In-The-World

How are we to make experience of the Bible within the context of the fashionable global? during this publication, you can find a brand new means of perceiving the area; a manner during which the biblical view of the realm might be visible as simply as true-for-us because the smooth medical view of the realm. the area Perceived explores how we predict concerning the international, how we understand the realm, and the way we elect to dwell our lives in-the-world.

Remembering the Irish Revolution: Dissent, Culture, and Nationalism in the Irish Free State

Remembering the Irish Revolution chronicles the ways that the Irish revolution was once remembered within the first 20 years of Irish independence. whereas stories of heroism and martyrdom ruled well known bills of the revolution, a handful of nationalists mirrored at the interval in additional ambivalent phrases.

Additional info for Advances in Computational Intelligence: IEEE World Congress on Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Plenary/Invited Lectures

Sample text

For the battle task, two teams—each consisting of 50 NERO agents—occupy a continuous, two-dimensional, virtual playing field of fixed size (see Figure 8). 38 R. Miikkulainen et al. The playing field contains one central obstacle (a wall), four peripheral obstacles (trees), and four walls around the perimeter to contain all agents in the same general area. Each NERO agent starts a battle with 20 hit-points. At each time slice of the simulation, each agent has the opportunity to fire a virtual laser at the closest target on the opponent’s team that is within two degrees of the agent’s current orientation.

Pr. (2001) 5. : Machiavellian Intelligence: Social Expertise and the Evolution of Intellect in Monkeys, Apes, and Humans. Oxford University Press, USA (1989) 6. : Collective behavior of interacting self-propelled particles. Physica A 281, 17–29 (2000) 7. : Incremental social learning in particle swarms. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 41(2), 368–384 (2011) 8. : Cultural evolution in a population of neural networks. , Tagliaferri, R. ) Neural Nets Wirn 1996, pp.

The third set of experiments uses both the simple world and a second, more complex world to evaluate performance. The “complex” world has a surface of 500 by 500 units, with five different plant types of value -100, -50, 0, 50, and 100. For each plant type, 20 instances are created and randomly distributed across the surface. This world presents the agents with a more difficult task as they must efficiently gather nutritious food while simultaneously avoiding the poisonous food. In all four experiments, 100 different agents are created in each generation.

Download PDF sample

Rated 4.81 of 5 – based on 31 votes