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GECCO
2003
Springer
103views Optimization» more  GECCO 2003»
14 years 4 months ago
MILA - Multilevel Immune Learning Algorithm
The biological immune system is an intricate network of specialized tissues, organs, cells, and chemical molecules. T-cell-dependent humoral immune response is one of the complex i...
Dipankar Dasgupta, Senhua Yu, Nivedita Sumi Majumd...
GECCO
2003
Springer
14 years 4 months ago
What Makes a Problem GP-Hard? Validating a Hypothesis of Structural Causes
Abstract. This paper provides an empirical test of a hypothesis, which describes the effects of structural mechanisms in genetic programming. In doing so, the paper offers a test p...
Jason M. Daida, Hsiaolei Li, Ricky Tang, Adam M. H...
GECCO
2003
Springer
14 years 4 months ago
Visualizing Tree Structures in Genetic Programming
This paper presents methods to visualize the structure of trees that occur in genetic programming. These methods allow for the inspection of structure of entire trees of arbitrary ...
Jason M. Daida, Adam M. Hilss, David J. Ward, Step...
GECCO
2003
Springer
14 years 4 months ago
Identifying Structural Mechanisms in Standard Genetic Programming
This paper presents a hypothesis about an undiscovered class of mechanisms that exist in standard GP. Rather than being intentionally designed, these mechanisms would be an uninten...
Jason M. Daida, Adam M. Hilss
GECCO
2003
Springer
148views Optimization» more  GECCO 2003»
14 years 4 months ago
A Hybrid Immune Algorithm with Information Gain for the Graph Coloring Problem
We present a new Immune Algorithm that incorporates a simple local search procedure to improve the overall performances to tackle the graph coloring problem instances. We character...
Vincenzo Cutello, Giuseppe Nicosia, Mario Pavone
GECCO
2003
Springer
14 years 4 months ago
Coarse-Graining in Genetic Algorithms: Some Issues and Examples
Following the work of Stephens and coworkers on the coarse-grained dynamics of genetic systems, we work towards a possible generalisation in the context of genetic algorithms, givi...
Andrés Aguilar Contreras, Jonathan E. Rowe,...
GECCO
2003
Springer
14 years 4 months ago
Secret Agents Leave Big Footprints: How to Plant a Cryptographic Trapdoor, and Why You Might Not Get Away with It
This paper investigates whether optimisation techniques can be used to evolve artifacts of cryptographic significance which are apparently secure, but which have hidden properties...
John A. Clark, Jeremy L. Jacob, Susan Stepney
GECCO
2003
Springer
162views Optimization» more  GECCO 2003»
14 years 4 months ago
Optimization of Spare Capacity in Survivable WDM Networks
A network with restoration capability requires spare capacity to be used in the case of failure. Optimization of spare capacity is to find the minimum amount of spare capacity for ...
H. W. Chong, Sam Kwong
GECCO
2003
Springer
14 years 4 months ago
Parameter Optimization by a Genetic Algorithm for a Pitch Tracking System
The emergence of multimedia data in databases requires adequate methods for information retrieval. In a music data retrieval system by humming, the first stage is to extract exact...
Yoon-Seok Choi, Byung Ro Moon
GECCO
2003
Springer
14 years 4 months ago
Tightness Time for the Linkage Learning Genetic Algorithm
Abstract. This paper develops a model for tightness time, linkage learning time for a single building block, in the linkage learning genetic algorithm (LLGA). First, the existing m...
Ying-Ping Chen, David E. Goldberg