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04/14/2014
A Theoretical Assessment of Solution Quality in Evolutionary Algorithms for the Knapsack Problem
Evolutionary algorithms are well suited for solving the knapsack problem...
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05/11/2013
Geiringer Theorems: From Population Genetics to Computational Intelligence, Memory Evolutive Systems and Hebbian Learning
The classical Geiringer theorem addresses the limiting frequency of occu...
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05/11/2013
A Further Generalization of the Finite-Population Geiringer-like Theorem for POMDPs to Allow Recombination Over Arbitrary Set Covers
A popular current research trend deals with expanding the Monte-Carlo tr...
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05/11/2013
Combining Drift Analysis and Generalized Schema Theory to Design Efficient Hybrid and/or Mixed Strategy EAs
Hybrid and mixed strategy EAs have become rather popular for tackling va...
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02/08/2012
A Polynomial Time Approximation Scheme for a Single Machine Scheduling Problem Using a Hybrid Evolutionary Algorithm
Nowadays hybrid evolutionary algorithms, i.e, heuristic search algorithm...
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10/20/2011
A Version of Geiringer-like Theorem for Decision Making in the Environments with Randomness and Incomplete Information
Purpose: In recent years Monte-Carlo sampling methods, such as Monte Car...
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08/23/2011