Discovering Black-Box Optimizers via Evolutionary Meta-Learning
Delve into evolutionary meta-learning techniques for discovering black-box optimizers, exploring advanced concepts in evolution strategies and genetic algorithms through self-attention architectures.
Interpretable Deep Learning for New Physics Discovery
Explore a novel method combining deep learning and symbolic regression to uncover physical laws from data, with applications in physics and cosmology.
Computer Modelling for Molecular Science – With Sir Richard Catlow
Explore how high-performance computer simulations revolutionize scientific understanding, from molecular behavior to planetary-scale hypotheses, with applications in crystallography, materials science, and battery technology.
Detecting Cancer with RBF Networks Trained by Genetic Algorithms
Explore machine learning techniques for cancer detection using RBF networks and genetic algorithms, with practical insights on implementation and advanced concepts.
Genetic Algorithms for Generative Music AI - Lecture 15
Explore genetic algorithms for music generation, covering key concepts, applications, and step-by-step processes. Learn about music encoding, fitness functions, and interactive approaches in AI-driven composition.
Genetic Algorithms in Go
Explore genetic algorithms through examples like evolving Shakespeare's phrases and Mona Lisa's image. Learn about natural selection-based metaheuristics and their applications.
Being Creative with Genetic Algorithms and Typeclasses
Explore genetic algorithms and typeclasses in Scala, learning to attach custom interfaces to existing code and create visual, creative solutions with confidence through testing.
Artificial Intelligence - The Near Future of Software Development
Explore AI's impact on software development, its applications, and future implications. Discuss recent breakthroughs, opportunities, and potential challenges in the field of artificial intelligence.
Building Evolutionary Architectures
Explore evolutionary architecture concepts, fitness functions, and the architecture quantum with industry experts. Gain insights on building adaptable software systems that evolve with changing requirements.
From Razor Clams to Robots - The Mathematics Behind Biologically Inspired Design
Explore biomimicry in engineering through examples of snails, clams, and microorganisms. Learn how mathematical analysis of natural systems leads to innovative robotic designs and optimization techniques.
Targeted Adversarial Examples for Black Box Audio Systems
Exploring techniques to generate adversarial examples for audio systems, combining genetic algorithms and gradient estimation to achieve high attack success rates while maintaining audio similarity.
Cracking With Automated USB Fuzz
Explore automated USB fuzzing techniques to detect vulnerabilities in computer systems, including simulating USB cameras and exploiting Windows Hello using infrared images.
Genetic Algorithms in Elixir
Explore genetic algorithms in Elixir with Sean Moriarity and Bruce Tate. Learn problem-solving techniques, from basics to real-world applications, using this powerful tool in a familiar language.
How to Evolve Your Way Out of a Paper Bag
Explore evolutionary algorithms and machine learning through the quirky lens of escaping a paper bag. Gain practical insights into genetic algorithms and cellular automata with simple, visual examples.
The Joy of Creating Art with Code
Explore the fusion of art and code through generative algorithms, creating autonomous aesthetic forms using Processing and PyCairo. Learn about randomness, shapes, and advanced techniques like fractals and genetic algorithms.
Music Theory - Genetic Algorithms and Python
Explore genetic algorithms and Python to generate musical counterpoint, inspired by classical composition techniques and modern computational approaches.
How to Conquer the World
Learn to develop a genetic algorithm in Python to master the board game Risk, exploring object-oriented design and AI strategies for game simulation and optimization.
Writing Code - Evolve It Instead
Explore genetic algorithms as a biologically-inspired AI approach to code generation, discussing their potential impact on software development and the future of programming.
Building the Perfect Personalised Menu Using Python
Explore how Gousto uses Python for menu planning optimization and personalized recommendations, leveraging genetic algorithms and graph databases to enhance customer experience and operational efficiency.
Evolution 3.0 - Solve Your Everyday Problems with Genetic Algorithms
Explore genetic algorithms for solving everyday problems like scheduling and meal planning. Learn to code from scratch and understand algorithm stages for practical applications.
Betterer - Incremental Improvement
Learn strategies for incrementally improving mature codebases using genetic algorithms, micro-service architectures, code analysis, and snapshot testing to enhance software quality sustainably.