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Title Artificial intelligence, evolutionary computing and metaheuristics : in the footsteps of Alan Turing / Xin-She Yang (ed.)
Published Berlin ; New York : Springer, [2013]
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Description 1 online resource
Series Studies in computational intelligence, 1860-949X ; 427
Studies in computational intelligence ; 427
Contents Turing Test as a Defining Feature of AI-Completeness / Roman V. Yampolskiy -- Artificial Intelligence Evolved from Random Behaviour: Departure from the State of the Art / Wiesłw Pietruszkiewicz and Akira Imada -- Turing: Then, Now and Still Key / Kieran Greer -- Imitation Programming Unorganised Machines / Larry Bull -- Towards Machine Equivalent Consciousness / Amy Wenxuan Ding -- Multicriteria Models for Learning Ordinal Data: A Literature Review / Ricardo Sousa, Iryna Yevseyeva, Joaquim F. Pinto da Costa and Jaime S. Cardoso -- Diophantine and Lattice Cryptanalysis of the RSA Cryptosystem / Abderrahmane Nitaj -- Artificial Intelligence Methods in Early Childhood Education / Jim Prentzas -- Recursively Generated Evolutionary Turing Machines and Evolutionary Automata / Mark Burgin and Eugene Eberbach -- On Dynamical Systems of Large Girth or Cycle Indicator and Their Applications to Multivariate Cryptography / Vasyl Ustimenko and Urszula Romańczuk -- On Extremal Graph Theory, Explicit Algebraic Constructions of Extremal Graphs and Corresponding Turing Encryption Machines / Vasyl Ustimenko and Urszula Romańczuk
AIML Knowledge Base Construction from Text Corpora / Giovanni De Gasperis, Isabella Chiari and Niva Florio -- Multidisciplinary Trends in Modern Artificial Intelligence: Turing's Way / Elena N. Benderskaya and Sofya V. Zhukova -- An Overview of Computational Sparse Models and Their Applications in Artificial Intelligence / Yue Deng, Qionghai Dai and Zengke Zhang -- MiTS in Depth: An Analysis of Distinct Tabu Search Configurations for Constructing Mixed Covering Arrays / Loreto Gonzalez-Hernandez, Jose Torres-Jimenez and Nelson Rangel-Valdez -- Metaheuristic Optimization: Nature-Inspired Algorithms and Applications / Xin-She Yang -- Bat Algorithm and Cuckoo Search: A Tutorial / Xin-She Yang -- Memory and Learning in Metaheuristics / Arif Arin and Ghaith Rabadi -- On Some Aspects of Nature-Based Algorithms to Solve Multi-Objective Problems / Susmita Bandyopadhyay and Ranjan Bhattacharya -- Image Processing with Spiking Neuron Networks / Boudjelal Meftah, Olivier Lézoray, Soni Chaturvedi, Aleefia A. Khurshid and Abdelkader Benyettou -- Circle Detection on Images Using Learning Automata / Erik Cuevas, Fernando Wario, Daniel Zaldivar and Marco Pérez-Cisneros
Decision Incorporation in Meta-heuristics to Cope with Decision Scheduling Problems / Yacine Laalaoui and R.B. Ahmad -- Evolutionary Models for Agent-Based Complex Behavior Modeling / Zengchang Qin, Yingsai Dong and Tao Wan -- Bankruptcy Prediction for Banks: An Artificial Intelligence Approach to Improve Understandability / Alma Lilia Garcia-Almanza, Biliana Alexandrova-Kabadjova and Serafin Martinez-Jaramillo -- Neural Network Based Approaches for Network Traffic Prediction / Flávio Henrique Teles Vieira, Victor Hugo Teles Costa and Bruno Henrique Pereira Gonçalves -- Application of Bat Algorithm and Fuzzy Systems to Model Exergy Changes in a Gas Turbine / A.L. Tamiru and F.M. Hashim -- A KBRL Inference Metaheuristic with Applications / Laurentiu Bucur, Adina Florea and Catalin Chera -- Multi-objective Simulated Annealing Algorithm for Partner Selection in Virtual Enterprises / Hisham M. Abdelsalam and Amany M. Mohamed -- Metaheuristic Approaches for the Winner Determination Problem in Combinatorial Auction / Dalila Boughaci
Summary Alan Turing pioneered many research areas such as artificial intelligence, computability, heuristics and pattern formation. Nowadays at the information age, it is hard to imagine how the world would be without computers and the Internet. Without Turing's work, especially the core concept of Turing Machine at the heart of every computer, mobile phone and microchip today, so many things on which we are so dependent would be impossible. 2012 is the Alan Turing year -- a centenary celebration of the life and work of Alan Turing. To celebrate Turing's legacy and follow the footsteps of this brilliant mind, we take this golden opportunity to review the latest developments in areas of artificial intelligence, evolutionary computation and metaheuristics, and all these areas can be traced back to Turing's pioneer work. Topics include Turing test, Turing machine, artificial intelligence, cryptography, software testing, image processing, neural networks, nature-inspired algorithms such as bat algorithm and cuckoo search, and multiobjective optimization and many applications. These reviews and chapters not only provide a timely snapshot of the state-of-art developments, but also provide inspiration for young researchers to carry out potentially ground-breaking research in the active, diverse research areas in artificial intelligence, cryptography, machine learning, evolutionary computation, and nature-inspired metaheuristics. This edited book can serve as a timely reference for graduates, researchers and engineers in artificial intelligence, computer sciences, computational intelligence, soft computing, optimization, and applied sciences
Analysis Engineering
Artificial intelligence
Computer vision
Computational Intelligence
Computer Imaging, Vision, Pattern Recognition and Graphics
Bibliography Includes bibliographical references and author index
Subject Artificial intelligence.
Evolutionary computation.
Computer algorithms.
Form Electronic book
Author Yang, Xin-She.
LC no. 2012936118
ISBN 3642296939 (print)
3642296947 (electronic bk.)
9783642296932 (print)
9783642296949 (electronic bk.)