Evolutionary computation comprises a family of metaheuristic algorithms inspired by the principles of natural evolution – reproduction, mutation, recombination, and selection – which are utilised to ...

Elsevier, the world-leading publisher of scientific, technical and medical information products and services, announced today the launch Swarm and Evolutionary ...

Evolutionary reinforcement learning is an exciting frontier in machine learning, combining the strengths of two distinct approaches: reinforcement learning and evolutionary computation. In ...

Multi-objective optimisation using evolutionary algorithms constitutes a powerful computational framework that addresses complex problems involving conflicting objectives. By emulating natural ...

Object-Oriented Programming (OOP) is continuously gaining new domains of application. We'll study several important design and implementation issues in one new domain: parallel evolutionary algorithms ...