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Abraham, Ajith
Norwegian University of Science and Technology
Trondheim, Norway
 
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  Learning from data: concepts, theory, and methods
Cherkassky V., Mulier F.,  Wiley-IEEE Press, 2007. 538 pp. Type: Book (9780471681823)

There is a popular saying: “We are drowning in data, but starving for knowledge.” Terabytes and petabytes of data are common in industrial and scientific datasets, and there is a definite need for efficient algorithms for analyzing suc...

May 22 2008  
  Handbook of innovative computing: models, enabling technologies, and applications
Zomaya A. (ed),  Springer-Verlag New York, Inc., Secaucus, NJ, 2005. 736 pp. Type: Book (9780387405322), Reviews: (3 of 3)

Nature’s best ideas have inspired the design and construction of novel computational paradigms, based on the simple principle that nature has been doing a great job of solving complex problems for millions of years. For example, pattern ...

Oct 5 2006  
  Multi-objective pump scheduling optimisation using evolutionary strategies
Barán B., von Lücken C., Sotelo A.  Advances in Engineering Software 36(1): 39-47, 2005. Type: Article

Very often, real-world applications have several conflicting objectives. Recently, there has been a growing interest in evolutionary multiobjective optimization (EMO) algorithms, which combine two major disciplines: evolutionary computation and th...

Jun 15 2005  
   Handbook of learning and approximate dynamic programming (IEEE Press Series on Computational Intelligence)
Si J., Barto A., Powell W., Wunsch D.,  Wiley-IEEE Press, 2004.Type: Book (9780471660545)

Dynamic programming (DP) refers to a collection of algorithms developed to solve sequential, multistage decision problems, or to determine optimal control strategies for nonlinear and stochastic dynamic systems. Until recently, DP was used to solv...

Mar 18 2005  
   Metacreation: art and artificial life
Whitelaw M.,  MIT Press, Cambridge, MA, 2004. 281 pp. Type: Book (9780262232340)

In this book, Whitelaw discusses the metacreation of art using the paradigms of artificial life. The monograph succeeds in providing both a bird’s eye view and a critical evaluation of the important works in the field, and the conceptual and...

Jul 1 2004  
  Evolutionary algorithms and agricultural systems
Mayer D.,  Kluwer Academic Publishers, Norwell, MA, 2001. 107 pp. Type: Book (9780792375753)

This enjoyable work is one of the smallest technical books I have read recently. The author used evolutionary computation for the optimization of an agricultural system project based in Australia. This work is a simply a compilation of the author...

Aug 28 2002  
  Computer chess move-ordering schemes using move influence
Greer K.  Artificial Intelligence 120(2): 235-250, 2000. Type: Article

Human chess players rely strongly on patterns of the chessboard and immediate tactical threats while considering every move. This paper claims an improved move ordering method that uses a neural network to learn the relationship between the contro...

Aug 1 2001  
 
 
 
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