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GECCO
2004
Springer
182views Optimization» more  GECCO 2004»
13 years 10 months ago
On the Evolution of Analog Electronic Circuits Using Building Blocks on a CMOS FPTA
This article summarizes two experiments utilizing building blocks to find analog electronic circuits on a CMOS Field Programmable Transistor Array (FPTA). The FPTA features 256 pr...
Jörg Langeheine, Martin Trefzer, Daniel Br&uu...
GECCO
2004
Springer
116views Optimization» more  GECCO 2004»
13 years 10 months ago
Using Genetic Programming to Obtain a Closed-Form Approximation to a Recursive Function
Abstract. We demonstrate a fully automated method for obtaining a closedform approximation of a recursive function. This method resulted from a realworld problem in which we had a ...
Evan Kirshenbaum, Henri Jacques Suermondt
GECCO
2004
Springer
117views Optimization» more  GECCO 2004»
13 years 10 months ago
Evaluating Evolutionary Testability with Software-Measurements
Test case design is the most important test activity with respect to test quality. For this reason, a large number of testing methods have been developed to assist the tester with ...
Frank Lammermann, André Baresel, Joachim We...
GECCO
2004
Springer
284views Optimization» more  GECCO 2004»
13 years 10 months ago
Lagrange Multiplier Method for Multi-campaign Assignment Problem
It is crucial to maximize marketing efficiency and customer satisfaction in personalized marketing. In this paper, we raise the multiple recommendation problem which occurs when pe...
Yong-Hyuk Kim, Byung Ro Moon
GECCO
2004
Springer
104views Optimization» more  GECCO 2004»
13 years 10 months ago
A Genetic Approach for Gene Selection on Microarray Expression Data
Abstract. Microarrays allow simultaneous measurement of the expression levels of thousands of genes in cells under different physiological or disease states. Because the number of...
Yong-Hyuk Kim, Su-Yeon Lee, Byung Ro Moon
GECCO
2004
Springer
123views Optimization» more  GECCO 2004»
13 years 10 months ago
A Hybrid Genetic Approach for Circuit Bipartitioning
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 optimization heuristic whic...
Jong-Pil Kim, Yong-Hyuk Kim, Byung Ro Moon
GECCO
2004
Springer
13 years 10 months ago
High Temperature Experiments for Circuit Self-Recovery
Temperature and radiation tolerant electronics, as well as long life survivability are key capabilities required for future NASA missions. Current approaches to electronics for ext...
Didier Keymeulen, Ricardo Salem Zebulum, Vu Duong,...
GECCO
2004
Springer
106views Optimization» more  GECCO 2004»
13 years 10 months ago
Run Transferable Libraries - Learning Functional Bias in Problem Domains
Abstract. This paper introduces the notion of Run Transferable Libraries, a mechanism to pass knowledge acquired in one GP run to another. We demonstrate that a system using these ...
Maarten Keijzer, Conor Ryan, Mike Cattolico
GECCO
2004
Springer
118views Optimization» more  GECCO 2004»
13 years 10 months ago
Adapting Representation in Genetic Programming
Genetic Programming uses trees to represent chromosomes. The user defines the representation space by defining the set of functions and terminals to label the nodes in the trees....
Cezary Z. Janikow
GECCO
2004
Springer
13 years 10 months ago
Towards a Generally Applicable Self-Adapting Hybridization of Evolutionary Algorithms
When applied to real-world problems, the powerful optimization tool of Evolutionary Algorithms frequently turns out to be too time-consuming due to elaborate fitness calculations t...
Wilfried Jakob, Christian Blume, Georg Bretthauer