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The Modular Genetic Algorithm: Exploiting Regularities in the Problem Space

• Ozlem O. Garibay, Ivan I. Garibay, Annie S. Wu
• ISCIS
• 2003

Effects of Module Encapsulation in Repetitively Modular Genotypes on the Search Space

• Ivan I. Garibay, Ozlem O. Garibay, Annie S. Wu
• GECCO
• 2004

We introduce the concept of modularity-preserving representations. If a representation is modularity-preserving, the existence of modularity in the problem space is translated into a corresponding… (More)

On the performance effects of unbiased module encapsulation

• R. Paul Wiegand, Gautham Anil, Ivan I. Garibay, Ozlem O. Garibay, Annie S. Wu
• GECCO
• 2009

A recent theoretical investigation of modular representations shows that certain modularizations can introduce a distance bias into a landscape. This was a static analysis, and empirical… (More)

Emergence of genomic self-similarity in location independent representations

• Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay
• Genetic Programming and Evolvable Machines
• 2006

A key property for predicting the effectiveness of stochastic search techniques, including evolutionary algorithms, is the existence of a positive correlation between the form and the quality of… (More)

On favoring positive correlations between form and quality of candidate solutions via the emergence of genomic self-similarity

• Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay
• GECCO
• 2005

A key property for the effectiveness of stochastic search techniques, including evolutionary algorithms, is the existence of a positive correlation between the form and the quality of candidate… (More)

Analyzing the effects of module encapsulation on search space bias

• Ozlem O. Garibay, Annie S. Wu
• GECCO
• 2007

Modularity is thought to improve the evolvability of biological systems [18, 22]. Recent studies in the field of evolutionary computation show that the use of modularity improves performance and… (More)

A topic-driven modular approach to engineering education delivery

• Ruba Akram Amarin, Ozlem O. Garibay, Issa Batarseh
• Proceedings of 2012 International Conference on…
• 2012

The interactive technical electronic book, TechEBook, currently under development at the University of Central Florida, provides a useful tool for engineers and scientists through unique features… (More)

Evaluation of Zika Vector Control Strategies Using Agent-Based Modeling

• Chathika Gunaratne, Mustafa Ilhan Akbas, Ivan I. Garibay, Ozlem O. Garibay
• ArXiv
• 2016

Aedes Aegypti is the vector of several deadly diseases, including Zika. Effective and sustainable vector control measures must be deployed to keep A. aegypti numbers under control. The distribution… (More)

On location independent representations and self-organization

• Ivan I. Garibay, Annie S. Wu, Ozlem O. Garibay
• GECCO Workshops
• 2005

We study the self-organization of genomic symbols on a genetic algorithm with a location independent representation—the Proportional Genetic Algorithm (PGA) [2]. Self-organization of genomic… (More)

Role of entrepreneurial support for networking in innovation ecosystems: An agent based approach

• Mustafa Ilhan Akbas, Chathika Gunaratne, Ozlem O. Garibay, Ivan I. Garibay, Thomas O'Neal
• 2015 Winter Simulation Conference (WSC)
• 2015

Entrepreneurial support organizations are among the most successful approaches for economic growth. There are multiple dimensions of entrepreneurial support activities such as resource provision,… (More)

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