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GECCO
2009
Springer
135views Optimization» more  GECCO 2009»
14 years 24 days ago
Steady-state ALPS for real-valued problems
The objectives of this paper are to describe a steady-state version of the Age-Layered Population Structure (ALPS) Evolutionary Algorithm (EA) and to compare it against other GAs ...
Gregory S. Hornby
TSMC
2008
102views more  TSMC 2008»
13 years 5 months ago
Context-Dependent DNA Coding With Redundancy and Introns
Abstract--Deoxyribonucleic acid (DNA) coding methods determine the meaning of a certain character in individual chromosomes by the characters surrounding it. The meaning of each ch...
Peng Xiao, Prahlad Vadakkepat, Tong Heng Lee
GECCO
2007
Springer
160views Optimization» more  GECCO 2007»
14 years 12 days ago
Hill climbing on discrete HIFF: exploring the role of DNA transposition in long-term artificial evolution
We show how a random mutation hill climber that does multilevel selection utilizes transposition to escape local optima on the discrete Hierarchical-If-And-Only-If (HIFF) problem....
Susan Khor
GECCO
2007
Springer
164views Optimization» more  GECCO 2007»
14 years 12 days ago
Is the island model fault tolerant?
In this paper, we present a study on the fault tolerance nature of the island model when applied to Genetic Algorithms. Parallel and distributed models have been extensively appli...
José Ignacio Hidalgo, Juan Lanchares, Franc...
GECCO
2006
Springer
170views Optimization» more  GECCO 2006»
13 years 10 months ago
Combining simplex with niche-based evolutionary computation for job-shop scheduling
We propose a hybrid algorithm (called ALPINE) between Genetic Algorithm and Dantzig's Simplex method to approximate optimal solutions for the Flexible Job-Shop Problem. Local...
Syhlin Kuah, Joc Cing Tay