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» The Fundamental Problem with the Building Block Hypothesis
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131
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CEC
2011
IEEE
14 years 12 days ago
Cost-benefit analysis of using heuristics in ACGP
—Constrained Genetic Programming (CGP) is a method of searching the Genetic Programming search space non-uniformly, giving preferences to certain subspaces according to some heur...
John W. Aleshunas, Cezary Z. Janikow
96
Voted
GECCO
2007
Springer
130views Optimization» more  GECCO 2007»
15 years 6 months ago
Variable discrimination of crossover versus mutation using parameterized modular structure
Recent work has provided functions that can be used to prove a principled distinction between the capabilities of mutation-based and crossover-based algorithms. However, prior fun...
Rob Mills, Richard A. Watson
115
Voted
IPPS
2002
IEEE
15 years 5 months ago
Memory-Intensive Benchmarks: IRAM vs. Cache-Based Machines
The increasing gap between processor and memory performance has led to new architectural models for memory-intensive applications. In this paper, we use a set of memory-intensive ...
Brian R. Gaeke, Parry Husbands, Xiaoye S. Li, Leon...
82
Voted
ECOOP
2003
Springer
15 years 5 months ago
Traits: Composable Units of Behaviour
Despite the undisputed prominence of inheritance as the fundamental reuse mechanism in object-oriented programming languages, the main variants — single inheritance, multiple inh...
Nathanael Schärli, Stéphane Ducasse, O...
89
Voted
CIKM
2006
Springer
15 years 4 months ago
Resource-aware kernel density estimators over streaming data
A fundamental building block of many data mining and analysis approaches is density estimation as it provides a comprehensive statistical model of a data distribution. For that re...
Christoph Heinz, Bernhard Seeger