This 100% online Postgraduate certificate will allow you to carry out innovative projects with algorithms, to solve relevant problems such as the planning of logistic routes"

Bioinspired Computing offers a powerful and versatile approach that contributes to generating cutting-edge solutions that have a significant impact on society.
For example, its methods are capable of designing renewable energy systems and optimizing industrial processes to reduce the impact on nature. In this way, this technological area contributes to both environmental sustainability and climate change mitigation. In this scenario, more and more companies are looking to integrate experts in this area into their organization.  These professionals use intelligent algorithms to help in corporate decision-making, such as strategic planning or financial resource allocation.  

In order for specialists to acquire a competitive advantage to stand out from other candidates, TECH has created a Postgraduate certificate in Bioinspired Computing. With a duration of 150 hours, the curriculum will delve into issues such as the creation of algorithms for social or genetic adaptation. At the same time, the syllabus will provide students with advanced evolutionary strategies to successfully face complex problems with multiple variables and constraints. On the other hand, the teaching materials will emphasize the importance of Neural Networks for devices to learn and adapt from data. In this sense, the program will include both practical examples and use cases in various fields such as medical research, economics or machine vision.   

The university program acquires greater dynamism thanks to the multimedia pills and the wide variety of didactic resources offered by TECH (such as specialized readings, infographics or case studies). Similarly, the Relearning  teaching methodology used by this technological institution will allow professionals to obtain a much more effective update in less time. In this way, their learning process will be totally natural and progressive, so that students will not have to invest long hours in studying. 

Tackle Genetic Algorithms at the world's best digital university according to Forbes"  

This Postgraduate certificate in Bioinspired 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 Bioinspired Computing Science 
• The graphic, schematic and practical contents with which they are conceived provide scientific and practical information on Bioinspired Computing
• News on the latest developments in Bioinspired Computing
• It contains practical exercises where the process of self-evaluation 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

Manage Exploration-Exploitation Strategies and maximize the overall performance of systems over time" 

The program’s teaching staff includes professionals from the sector who contribute their work experience to this program, as well as renowned specialists from leading societies and prestigious universities.  

The multimedia content, developed with the latest educational technology, will provide the professional with situated and contextual learning, i.e., a simulated environment that will provide immersive education programmed to learn in real situations.  

This program is designed around Problem-Based Learning, whereby the professional must try to solve the different professional practice situations that arise throughout the program. For this purpose, students will be assisted by an innovative interactive video system created by renowned and experienced experts.   

You will delve into the Ant Colony technique to solve optimization and search problems in various fields using algorithms"

With the Relearning system, characteristic of TECH, you will have the freedom to plan both your schedules and evaluative chronograms"

Designed by experts in Computer and Software Engineering, this university program will provide students with a solid understanding of Bioinspired Computing. The academic itinerary will analyze the main algorithms of social adaptation, so that graduates can model the behavior of autonomous agents interacting in social environments. Likewise, the syllabus will delve into Evolutionary Computation Models (highlighting Genetic Programming or Differential Evolution) to solve complex adaptive problems. The program will also focus on the functionality of Neural Networks, offering practical examples and use cases in areas such as Computer Vision. 

A university program that will provide you with technical skills in programming, algorithm analysis and computational modeling" 

Module 1. Bioinspired Computing

1.1. Introduction to Bioinspired Computing 

1.1.1. Introduction to Bioinspired 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 Computer Vision 

Achieve professional success with this intensive program, designed by professionals with extensive experience in Bioinspired Computing"