Monday, April 07, 2025
Links for "Evolutionary Algorithms" Lectures
Modeling Evolution
Introduction to Genetic Algorithms
Illustrating Evolutionary Computation with Mathematica
Genetic Algorithm Tutorial with Java Code
Genetic Algorithm Walkers
PyGAD - Python Genetic Algorithm and paper with details
Stanley, K.O. et al. [2019]. "Designing neural networks through neuroevolution". Nat Mach Intell 1, 24–35.
Genobots: Generative Representations for Design Automation
The Golem Project
Genetic Programming Resources
Annual "Humies" Awards For Human-Competitive Results Produced By Genetic And Evolutionary Computation
Eureqa models, part of DataRobot: a software tool for detecting equations and hidden mathematical relationships in data. Older version, also at softsea.com.
gplearn: Genetic Programming in Python
Biomorph demo and Python code
Icosystem - The Hunch Engine™
From Artificial Evolution to Artificial Life (1999), Tim Taylor's PhD Dissertation. Check his overview of open-ended evolution.
Evolved Open-Endedness, Not Open-Ended Evolution, By Howard Pattee and Hiroki Sayama
BEACON: Center for the Study of Evolution in Action. biologists, computer scientists, and engineers study evolution as it happens and apply this knowledge to solve real-world problems.
Introduction to Genetic Algorithms
Illustrating Evolutionary Computation with Mathematica
Genetic Algorithm Tutorial with Java Code
Genetic Algorithm Walkers
PyGAD - Python Genetic Algorithm and paper with details
Stanley, K.O. et al. [2019]. "Designing neural networks through neuroevolution". Nat Mach Intell 1, 24–35.
Genobots: Generative Representations for Design Automation
The Golem Project
Genetic Programming Resources
Annual "Humies" Awards For Human-Competitive Results Produced By Genetic And Evolutionary Computation
Eureqa models, part of DataRobot: a software tool for detecting equations and hidden mathematical relationships in data. Older version, also at softsea.com.
gplearn: Genetic Programming in Python
Biomorph demo and Python code
Icosystem - The Hunch Engine™
From Artificial Evolution to Artificial Life (1999), Tim Taylor's PhD Dissertation. Check his overview of open-ended evolution.
Evolved Open-Endedness, Not Open-Ended Evolution, By Howard Pattee and Hiroki Sayama
BEACON: Center for the Study of Evolution in Action. biologists, computer scientists, and engineers study evolution as it happens and apply this knowledge to solve real-world problems.
Labels: #Biomorphs, #evolution, #evolutionaryalgorithms, #evolutionaryComputation, #geneticAlgorithms, Class Links
Links for "Evolution, Genes, and the threshold of Complexity" Lecture
Richerson et al. [2021]. "Modern theories of human evolution foreshadowed by Darwin’s Descent of Man". Science372.
Brenner, Sydney. [2012]. "History of Science. The Revolution in the Life Sciences". Science 338 (6113): 1427-8.
Brenner, Sydney. [2012]. "Turing centenary: Life's code script. Nature 482 (7386) (February 22): 461-461.
Al-Hashimi, H. [2023]. "Turing, von Neumann, and the computational architecture of biological machines",PNAS 120 (25) e2220022120.
The virtual Cell
Inside the Cell
Cell Biology at the Biology Project
More on Cells from Wikipedia
The Cell Image Library and highMag
Colonial Algae
Watson and Crick's Molecular structure of Nucleic Acids 1953 article
Journey into DNA
Cracking the Code of Life (PBS Show)
Explore a stretch of code
Interactions between the Translation Machinery and Microtubules
Labels: #Cell, #CellBiology, #dna, #evolution, #information, #SidneyBrenner, #Turing, #VonNeumann, Class Links
