This Postgraduate certificate will allow you to up to date your knowledge in Bio-Inspired Computing in a practical way, 100% online, without renouncing to the maximum academic rigor”

This program is aimed at those interested in attaining a higher level of knowledge Bio-Inspired Computing. The main objective is for students to specialize their knowledge in simulated work environments and conditions in a rigorous and realistic manner so they can later apply it in the real world.

This program will prepare scientifically and technologically, as well as to develop the professional practice of software engineering, with a transversal and versatile approach adapted to the new technologies and innovations in this field. Students will gain extensive knowledge Bio-Inspired Computing from professionals in the field.

The students will be able to take the opportunity and study this program in a 100% online format, without neglecting their obligations. Up to date your knowledge and obtain your Postgraduate certificate to continue growing personally and professionally.

Learn about Information Systems with this intensive program , from the comfort of your home”

This Postgraduate certificate in Bio-Inspired Computing contains the most complete and up-to-date program on the market. The most important features include:

• Development of 100 simulated scenarios presented by experts in Information Bio-Inspired Computing
• The graphic, schematic and practical contents with which they are conceived, provide scientific and practical information on geography
• News on the latest developments in Bio-Inspired Computing
• It contains practical exercises where the self-assessment process can be carried out to improve learning
• Interactive learning system based on the case method and its application to real practice
• All of this will be complemented by theoretical lessons, questions to the expert, debate forums on controversial topics, and individual reflection assignments
• Content that is accessible from any fixed or portable device with an Internet connection

This program will enhance your skills and update your knowledge of Bio-Inspired Computing”

It includes in its teaching staff professionals belonging to the field of education, who bring to this training their work experience, in addition to recognized specialists belonging to reference societies and prestigious universities.

Thanks to its multimedia content developed with the latest educational technology, they will allow the professional a situated and contextual learning, that is to say, a simulated environment that will provide an immersive learning programmed to prepare in real situations.

The program design is based on Problem-Based Learning, through which teachers must try to solve the different professional practice situations that arise throughout the course. To that end, they will be assisted by an innovative, interactive video system created by renowned experts in Bio-Inspired Computing have extensive teaching experience.

Take advantage of the latest educational technology to up to date on Information Systems from the comfort of your home"

Learn about the latest techniques in Information Systems from experts in the field"

The structure of the contents has been designed by a team of IT engineering professionals, aware of the relevance of current preparation in order to delve into this area of knowledge , in order to humanistically enrich the students and raise the level of knowledge in Information Systems through the latest educational technologies available.

This Postgraduate certificate in Bio-Inspired Computing contains the most complete and up-to-date educational program on the market”

Module 1. Bio-Inspired Computing

1.1. Introduction to Bio-Inspired Computing

1.1.1. Introduction to Bio-Inspired Computing

1.2. Social Adaptation Algorithms

1.2.1. Bio-Inspired Computation Based on Ant Colonies
1.2.2. Variants of Ant Colony Algorithms
1.2.3. Particle Cloud Computing

1.3. Genetic Algorithms

1.3.1. General Structure
1.3.2. Implementations of the Major Operators

1.4. Space Exploration-Exploitation Strategies for Genetic Algorithms

1.4.1. CHC Algorithm
1.4.2. Multimodal Problems

1.5. Evolutionary Computing Models I

1.5.1. Evolutionary Strategies
1.5.2. Evolutionary Programming
1.5.3. Algorithms Based on Differential Evolution

1.6. Evolutionary Computation Models II

1.6.1. Evolutionary Models Based on Estimation of Distributions (EDA)
1.6.2. Genetic Programming

1.7. Evolutionary Programming Applied to Learning Problems

1.7.1. Rules-Based Learning
1.7.2. Evolutionary Methods in Instance Selection Problems

1.8. Multi-Objective Problems

1.8.1. Concept of Dominance
1.8.2. Application of Evolutionary Algorithms to Multi-Objective Problems

1.9. Neural Networks I

1.9.1. Introduction to Neural Networks
1.9.2. Practical Example with Neural Networks

1.10. Neural Networks II

1.10.1. Use Cases of Neural Networks in Medical Research
1.10.2. Use Cases of Neural Networks in Economics
1.10.3. Use Cases of Neural Networks in Artificial Vision

A unique, key, and decisive educational experience to boost your professional development”