By Lianzhi Yu, Guozheng Yan, Chunyang Wang, Wenlong Yang, Peng Zan, Jie Wu (auth.), De-Shuang Huang, Donald C. Wunsch II, Daniel S. Levine, Kang-Hyun Jo (eds.)
This publication - along side the 2 volumes CCIS 0015 and LNCS 5226 - constitutes the refereed court cases of the 4th foreign convention on clever Computing, ICIC 2008, held in Shanghai, China, in September 2008.
The 136 revised complete papers have been conscientiously reviewed and chosen from 2336 submissions. The papers deal with all present concerns within the box of clever computing expertise, together with neural networks, evolutionary computing and genetic algorithms, fuzzy structures and smooth computing, particle swarm optimization and area of interest know-how, supervised and semi-supervised studying, unsupervised and reinforcement studying, advantageous characteristic extraction equipment, combinatorial and numerical optimization, neural computing and optimization, case established reasoning and autonomy-oriented computing, in addition to synthetic lifestyles and synthetic immune structures. the quantity is rounded off by way of 3 specific periods on computational research and knowledge mining in organic platforms, on facts mining and fusion in bioinformatics, and on clever development attractiveness and realizing in snapshot processing.
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Extra info for Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence: 4th International Conference on Intelligent Computing, ICIC 2008 Shanghai, China, September 15-18, 2008 Proceedings
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The designed NNassisted negotiation strategies have been evaluated via extensive experiments and are proven to be very useful. Keywords: Automated negotiations; MLP & GR neural networks; NN-assisted negotiation strategies; Opponent behaviour prediction; Early detection of unsuccessful negotiations; Hybrid negotiation strategies. 1 Introduction Automated negotiations are gradually gaining momentum in the artificial intelligence research domain . In this field, building intelligent agents adequate for participating in negotiations and acting autonomously on behalf of their owners is a quite complex and challenging task .
2 Existence and Uniqueness of Equilibrium of (1) Firstly, we recall some preliminary concepts. Rn denotes the n-dimensional real 1/p n vector space. For any x = (x1 , x2 , . . , xn )T ∈ Rn , x p = ( i=1 |xi |p ) , p ∈ p [1, +∞) denotes the l -norm of x. For any two operators F and G, F G denotes the composition of operators, that is, F G(x) = F (G(x)), x ∈ D(G), G(x) ∈ D(F ). Let sign(r) denote the sign function of r ∈ R. We recall the well-known Young inequality: For a ≥ 0, b ≥ 0, p > 1, q > 1( p1 + 1q = 1), ab ≤ p1 ap + 1q bq .