Multitask Knowledge Transfer in Genetic Algorithms

10 months ago
Theviyanthan Krishnamohan

The previous article discussed transferring knowledge from one completed problem to a new problem. However, such sequential transfer of knowledge…

A primer on Memetic Automatons

11 months ago

Memetic automatons leverage knowledge gained from solving previous problems to solve new optimization problems faster and more effectively. …Read More

Data-driven meme selection

12 months ago

This article discusses how we can use data to automatically select the best meme from a pool of memes, thereby…

An introduction to memetic computation

1 year ago

Memetic computation is an extension of evolutionary computation that combines the use of memes and genes to produce better solutions.…

An introduction to evolutionary algorithms for dummies

1 year ago

Evolutionary algorithms are heuristic search and optimization algorithms that imitate the natural evolutionary process. This article puts evolutionary algorithms into…

Running multiple containers within virtual hosts in Mininet

1 year ago

Mininet is a popular network emulator that allows us to create virtual networks using virtual hosts, switches, and controllers. Recently,…

The nuts and bolts of Service Function Chaining (SFC)

1 year ago

Service Function Chaining (SFC) leverages Network Function Virtualization (NFV) and Software Defined Networking (SDN) to create a programmable and dynamic…

What is Network Function Virtualization (NFV)?

1 year ago

Network Function Virtualization (NFV) is the latest chapter in computer networks that tries to solve some of the pressing concerns…

Tournament Selection in Genetic Algorithms

1 year ago

Tournament selection is one of the many selection strategies we use in Genetic Algorithms (GAs) to select individuals for crossover.…

NSGA II: Non-Dominated Sorting Genetic Algorithm II

1 year ago

Non-Dominated Sorting Genetic Algorithm II (NSGA II) is an evolutionary algorithm, which we use in multi-objective optimization scenarios. This article…