Being Creative with Genetic Algorithms and Typeclasses
Explore genetic algorithms and typeclasses in Scala, demonstrating their power through hands-on examples, testing with ScalaCheck, and creative visual solutions.
JavaScript and Artificial Intelligence
Explore AI applications using JavaScript, covering board games, genetic algorithms, neural networks, and machine learning for browsers and Node.js environments.
Genetic Algorithms in Elixir
Explore genetic algorithms in Elixir with experts Sean Moriarity and Bruce Tate. Learn about Elixir's potential for machine learning, Numerical Elixir (Nx), and real-world applications of genetic algorithms.
Optimized Design of Low Emission Zones in SUMO - A Dual Focus on Emissions Reduction and Travel Time Improvement
Discover how genetic algorithms and SUMO simulation optimize Low Emission Zones (LEZ) design to reduce urban CO2 emissions while improving traffic flow and travel times in cities.
Transforming Logistics Through Advanced Technologies and AI Solutions
Discover how genetic algorithms and neural networks revolutionize logistics operations, transforming supply chain complexities into sustainable and cost-effective solutions for modern business challenges.
Evolving JavaScript - Cultivating Genetic Algorithms for Creative Coding
Explore genetic algorithms in JavaScript for interactive experiences inspired by nature. Learn implementation, problem-solving applications, and integration with state machines and generative art.
Tight Genes - Intro to Genetic Algorithms
Explore genetic algorithms: evolve solutions, create a simple runner, and solve problems like knapsack, D&D character creation, and mead recipe optimization.
Computational Modelling of Growth and Response of Multicellular EMT6/Ro Spheroids to Multi-Fraction Irradiation
Explore computational modeling of EMT6/Ro spheroid growth and response to multi-fraction irradiation, enhancing understanding of cancer dynamics and potential therapeutic improvements.
Connecting Modeling, Simulations, and Machine Learning with Experiments for Soft Materials Design - Structure-Property Relationships
Explore molecular modeling, simulations, and machine learning for soft materials design. Connect computational methods with experiments to uncover structure-property relationships in polymers and colloids.
Intro to Artificial Intelligence - Evolutionary Computing - Lecture 11
Explore evolutionary computing techniques for AI problem-solving, including genetic algorithms and their applications in optimization and game AI.
Introduction to Artificial Intelligence: Genetic Algorithms for Sudoku - Lecture 12
Explore genetic algorithms for Sudoku solving. Learn about fitness functions, population dynamics, mutation rates, and algorithm implementation in this comprehensive AI lecture.
Introduction to Artificial Intelligence - Evolutionary Computing - Lecture 12
Explore evolutionary computing techniques for AI problem-solving, including genetic algorithms and their applications in optimization and game AI.
Intro to Artificial Intelligence - Evolutionary Computing - Lecture 13
Explore evolutionary computing techniques for AI problem-solving, including genetic algorithms and their applications in optimization and game AI.
From Smith's Invisible Hand to Distributed Optimization and Control
Explore how economic theory's "invisible hand" concept applies to distributed control systems, optimization algorithms, and machine learning through innovative mathematical frameworks.