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» Techniques for Optimization of Net Algorithms
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112
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GECCO
2010
Springer
181views Optimization» more  GECCO 2010»
15 years 8 months ago
Evolving neural networks in compressed weight space
We propose a new indirect encoding scheme for neural networks in which the weight matrices are represented in the frequency domain by sets of Fourier coefficients. This scheme exp...
Jan Koutnik, Faustino J. Gomez, Jürgen Schmid...
148
Voted
ICCAD
2007
IEEE
281views Hardware» more  ICCAD 2007»
16 years 15 days ago
Archer: a history-driven global routing algorithm
Global routing is an important step in the physical design process. In this paper, we propose a new global routing algorithm Archer, which resolves some of the most common problem...
Muhammet Mustafa Ozdal, Martin D. F. Wong
115
Voted
GECCO
2003
Springer
132views Optimization» more  GECCO 2003»
15 years 8 months ago
Circuit Bipartitioning Using Genetic Algorithm
Abstract. In this paper, we propose a hybrid genetic algorithm for partitioning a VLSI circuit graph into two disjoint graphs of minimum cut size. The algorithm includes a local op...
Jong-Pil Kim, Byung Ro Moon
165
Voted
ICC
2011
IEEE
239views Communications» more  ICC 2011»
14 years 3 months ago
The Insights of DV-Based Localization Algorithms in the Wireless Sensor Networks with Duty-Cycled and Radio Irregular Sensors
—Location information of nodes is the basis for many applications in wireless sensor networks (WSNs). However, most previous localization methods make the unrealistic assumption:...
Yuanfang Chen, Lei Shu, Mingchu Li, Ziqi Fan, Lei ...
138
Voted
CDB
2004
Springer
169views Database» more  CDB 2004»
15 years 9 months ago
Semantic Optimization of Preference Queries
Preference queries are relational algebra or SQL queries that contain occurrences of the winnow operator (find the most preferred tuples in a given relation). We present here a nu...
Jan Chomicki