Download Clever Algorithms: Nature-Inspired Programming Recipes by Jason Brownlee PDF

By Jason Brownlee

This e-book offers a guide of algorithmic recipes from the fields of Metaheuristics, Biologically encouraged Computation and Computational Intelligence which were defined in an entire, constant, and centralized demeanour. those standardized descriptions have been rigorously designed to be obtainable, usable, and comprehensible. many of the algorithms defined during this e-book have been initially encouraged through organic and typical structures, equivalent to the adaptive features of genetic evolution and the obtained immune process, and the foraging behaviors of birds, bees, ants and micro organism. An encyclopedic set of rules reference, this ebook is meant for examine scientists, engineers, scholars, and amateurs. each one set of rules description presents a operating code instance within the Ruby Programming Language.

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Extra resources for Clever Algorithms: Nature-Inspired Programming Recipes

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Available at [36] P. Marrow. Nature-inspired computing technology and applications. BT Technology Journal, 18(4):13–23, 2000. [37] Z. Michalewicz and D. B. Fogel. How to Solve It: Modern Heuristics. Springer, 2004. [38] C. H. Papadimitriou and K. Steiglitz. Combinatorial Optimization: Algorithms and Complexity. Courier Dover Publications, 1998. [39] R. Paton. Computing With Biological Metaphors, chapter Introduction to computing with biological metaphors, pages 1–8. Chapman & Hall, 1994. un. Bio-inspired computing paradigms (natural computing).

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And M. W. Trosset. Direct search methods: then and now. Journal of Computational and Applied Mathematics, 124:191– 207, 2000. [34] G. F. Luger and W. A. Stubblefield. Artificial Intelligence: Structures and Strategies for Complex Problem Solving. Benjamin/Cummings Pub. , second edition, 1993. 24 Chapter 1. Introduction [35] S. Luke. Essentials of Metaheuristics. Lulu, 2010. edu/∼sean/book/metaheuristics/. available at [36] P. Marrow. Nature-inspired computing technology and applications. BT Technology Journal, 18(4):13–23, 2000.

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