Search Results for author: Igor Balaz

Found 5 papers, 0 papers with code

Evolving Nano Particle Cancer Treatments with Multiple Particle Types

no code implementations10 Nov 2020 Michail-Antisthenis Tsompanas, Larry Bull, Andrew Adamatzky, Igor Balaz

Utilizing a treatment comprising of multiple types of NPs is expected to be more effective due to the higher complexity of the treatment.

Evolutionary Algorithms

Novelty search employed into the development of cancer treatment simulations

no code implementations21 Mar 2020 Michail-Antisthenis Tsompanas, Larry Bull, Andrew Adamatzky, Igor Balaz

Conventional optimization methodologies may be hindered when the automated search is stuck into local optima because of a deceptive objective function landscape.

Utilizing Differential Evolution into optimizing targeted cancer treatments

no code implementations21 Mar 2020 Michail-Antisthenis Tsompanas, Larry Bull, Andrew Adamatzky, Igor Balaz

Working towards the development of an evolvable cancer treatment simulator, the investigation of Differential Evolution was considered, motivated by the high efficiency of variations of this technique in real-valued problems.

Attribute Diversity

Haploid-Diploid Evolution: Nature's Memetic Algorithm

no code implementations13 Nov 2019 Michail-Antisthenis Tsompanas, Larry Bull, Andrew Adamatzky, Igor Balaz

This paper uses a recent explanation for the fundamental haploid-diploid lifecycle of eukaryotic organisms to present a new memetic algorithm that differs from all previous known work using diploid representations.

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