活动简介

The 2016 IEEE Symposium on Foundations of Computational Intelligence (FOCI 2015) will take place as part of the IEEE Symposium Series on Computational Intelligence (SSCI 2016).

Computational intelligence techniques are widely used to tackle real-world problems due to their numerous successful applications. However, the reasons behind these successes are often not well understood. A solid theoretical foundation of computational intelligence techniques explains the reasons behind the success of these methods. Furthermore, theoretical analyses lead to the understanding of which problems are solved efficiently by a given technique and which are not. Amongst the benefits to practitioners a solid theoretical understanding (a) provides guidance on the choice of the best technique for the problem at hand, (b) helps to identify optimal parameter settings and ultimately (c) aids the design of more effective techniques.

IEEE FOCI'16 will focus on fundamental theoretical foundations of (but not limited to) the three main branches of computational intelligence, Neural Networks and other machine learning methods, Fuzzy Logic and Evolutionary Computation. Although the symposium's main interest is in theoretical foundations, computational studies of a foundational nature are also welcome.

As in the previous SSCI editions, accepted papers will be included in the Conference Proceedings Citation Index.

IEEE FOCI'16, provides an ideal forum for those who are interested in the foundational issues of computational intelligence to exchange their ideas and present their latest findings. Participants of FOCI'16 will also benefit from the interaction at one location with the participants of the several other symposia running concurrently at IEEE SSCI 2016, each highlighting various aspects of computational intelligence. As a whole, this international event will attract top researchers, practitioners, and students from around the world to discuss the latest advances in the field of computational intelligence.

征稿信息

重要日期

2016-08-15
初稿截稿日期
2016-10-17
终稿截稿日期

征稿范围

Fuzzy Logic

  • Non-standard fuzzy sets

  • Granular computing

  • Computing with words

  • Aggregation/fusion

  • Fuzzy sets and statistics

  • Uncertainty

  • Decision-making

  • General theoretical issues

  • Generalisation in neural, fuzzy and evolutionary learning

  • Fuzzy logic and fuzzy set theory

  • Lattice theory and multi-valued logic

  • Approximate reasoning

  • Type-2 fuzzy logic

  • Rough sets and random sets

  • Fuzzy mathematics

  • Fuzzy measure and integral

  • Possibility theory and imprecise probability

Neural Networks and other machine learning techniques

  • Neural computation

  • Self-organizing maps

  • Recurrent networks

  • Multilayer perceptrons

  • Recursive deterministic perceptrons

  • Evolutionary neural networks

  • Neural networks for pattern recognition

  • Neural netwoks for prediction and optimization

  • Neural networks for principal component analysis

  • General regression neural networks

  • Neural networks as/and fuzzy systems

  • Radial basis functions

  • Learning theory

  • Reinforcement learning

  • Generalization in neural networks

Evolutionary Computation

  • Theoretical foundations of bio-inspired heuristics

  • Exact and approximation runtime analysis

  • Fixed budget computations

  • Black box complexity

  • Self-adaptation

  • Population dynamics

  • Fitness landscape and problem difficulty analysis

  • No Free Lunch Theorems

  • Statistical approaches for understanding the behaviour of bio-inspired heuristics

  • Computational studies of a foundational nature

All bio-inspired search heuristics will be considered for all problem domains including

  • Combinatorial and continuous optimization

  • Single-objective and multi-objective optimization

  • Constraint handling

  • Dynamic and stochastic optimization

  • Co-evolution and evolutionary learning

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重要日期
  • 会议日期

    12月06日

    2016

    12月09日

    2016

  • 08月15日 2016

    初稿截稿日期

  • 10月17日 2016

    终稿截稿日期

  • 12月09日 2016

    注册截止日期

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