Non-dominated Sorting Genetic Algorithm

November 6, 2018

Non-dominated Sorting Genetic Algorithm, Nondominated Sorting Genetic Algorithm, Fast Elitist Non-dominated Sorting Genetic Algorithm, NSGA, NSGA-II

Taxonomy

The Non-dominated Sorting Genetic Algorithm is a Multiple Objective Optimization (MOO) algorithm and is an instance of an Evolutionary Algorithm from the field of Evolutionary Computation. Refer to for more information and references on Multiple Objective Optimization. NSGA is an extension of the Genetic Algorithm for multiple objective function optimization. It is related to other Evolutionary Multiple Objective Optimization Algorithms (EMOO) (or Multiple Objective Evolutionary Algorithms MOEA) such as the Vector-Evaluated Genetic Algorithm (VEGA), Strength Pareto Evolutionary Algorithm (SPEA), and Pareto Archived Evolution Strategy (PAES). There are two versions of the algorithm, the classical NSGA and the updated and currently canonical form NSGA-II.

Read the rest of this entry »

Advertisements

Install Odoo 11 on Ubuntu 16.04

September 15, 2018

Hi Guys. I will share with you the easiest installation guide of odoo 11 on Ubuntu 16.04 LTS. And EXPLORE AMAZING NEW FEATURES OF “Odoo 11″. To know What’s New in Odoo 11, just >>> Click Here <<

Step 1:  Update apt source list

sudo apt-get update

Step 2: Install Updates

sudo apt-get -y upgrade

Read the rest of this entry »

Home Music Studio

May 12, 2018

Liburan musim semi kemarin, saya mencoba membuat home music studio di rumah dengan memanfaatkan PC. Kebetulan di rumah ada beberapa peralatan musik seperti gitar, piano, launchpad dan drum. Karena saya mempunyai hobi musik, walaupun tidak profesional, sekedar untuk menghibur diri dan mengekspresikan mood. Mimpi punya real studio music belum terwujud… 🙂 Maka home music studio adalah solusi alternatif  low cost yang dapat saya buat. Dengan berbekal sedikit effort dan skill ngoprek-ngoprek di mesin Linux, PC di rumah bisa disulap menjadi home music studio.
Read the rest of this entry »

Good Habit for Great Coding

March 15, 2018

This e-book allows us to improving our programming skills with some examples in Python.

This e-book is about improving coding skills and learning how to write readable code. It is written both for teachers and developing programmers. But I must immediately tell you that we learn how to write computer code only by trying to code many challenging problems, reflecting on the experience, and remembering the lessons we learned. Hence, you will find here more than twenty quizzes and problems. Chess coach Willy Hendriks is right: There is no other way.

You can download this e-book here.

E-book : Functional Python Programming

March 9, 2018

Buat yang mau belajar bahasa Python….

Silahkan unduh ebook Functional Python Programming.

Karena satu dan lain hal, link tautan hanya berlaku hingga tanggal 10/03/2018 jam 23:59.

Ayoo buruan….

Protokol Routing RPL

January 23, 2018

Internet of Things (IoT) bukan lagi sebagai fantasi sains-fiksi.  Dengan kemajuan teknologi yang sangat pesat memungkinkan terhubungnya semua objek sehari-hari ke Internet. Namun, diperlukan sebuah solusi yang interoperabel untuk memastikan optimal komunikasi antar  objek-objek tersebut. Protokol routing adalah salah satu elemen kunci pada IoT. Karena protokol routing memungkinkan setiap objek menentukan bagaimana mencapai objek lain. Beberapa kendala pada protokol routing antara lain  saluran komunikasi yang tidak stabil dan energi daya rendah yang harus diperhitungkan dalam pengembangan protokol routing yang sesuai untuk IoT.  Pada artikel kali ini, saya akan menyajikan sekilas tentang protokol RPL yang dirancang khusus untuk  jaringan berdaya rendah dan lossy (Low-power and Lossy Network disingkat LLN).

Read the rest of this entry »

Share Internet Connection via Bluetooth on Ubuntu

December 5, 2017

I’m running Linux Ubuntu 14.04 on my laptop and I would like to share my internet connection via bluetooth.
What I am looking for is the following: Read the rest of this entry »

Development of a New Routing Protocol by using Multi-objective and Swarm Intelligent Approaches for Wireless Sensor Network on Maritime Environment Monitoring

December 1, 2017

This is the abstract for my International Research Collaboration and Scientific Publication with two French Institutions as international collaborators.

ABSTRACT
As the largest archipelago country in the world, Indonesia has great potential to be the world’s maritime axis. The maritime axis is a strategic idea which embodied to ensure inter-island connectivity, shipping and fishery industries development, marine transportation improvement and focus on maritime security. So maritime monitoring is crucial in order to prevent sea pollution, fish theft, sovereignty offenses, territorial disputes, and piracy. Nowadays, maritime monitoring has been a very interesting issue over the last decade. With the rapid advancement of technology and the Internet, sensor network technology has become very important in monitoring the aquatic environment. Maritime responsibilities, such as vigilance and patrolling, wildlife  monitoring, and aqua-culture inspection, mostly require large operational teams and expensive equipment. In this research proposal, we will study a scalable robotics system based on swarm intelligence. We take advantage of bio-inspired artificial evolution approaches in order to synthesize scalable and robust collective behaviors for the nodes or the drones. In this research proposal, we will study and propose a system which composed of potentially hundreds sensor nodes or thousands of autonomous drones. Each drone could equipped with a number of different sensors. The use of numerous nodes or drones introduces redundancy in the system, which  decreases the impact of hardware declines and has the potential to improve operational efficiency by admitting a wider area to be covered simultaneously. On the other hand, automating such missions greatly minimizes the maintenance cost while increasing scalability and availability. The behaviors of nodes or drones are then combined hierarchically, allowing the overall behavior for a particular mission to be quickly configured and tested in simulation. The goals of this research is to developing a new mechanism which enable swarm intelligence of nodes or drones to operate as a robust wireless sensor network (WSN) for maritime environment monitoring.
Keywords: Maritime, Swarm Intelligence, Sensor, WSN

SOLVED : Install Matlab R2015a 64bit on Ubuntu

November 30, 2017

In order to do my research project, I need to install Matlab on my Ubuntu machine. So…here is step-by-step how to install Matlab R2015a (64 bit) on my Ubuntu 14.04 64 bit. Read the rest of this entry »

Soutenance HDR de mon ami

November 29, 2017

L’Habilitation à diriger des recherches (HDR) est un diplôme national de l’enseignement supérieur qu’il est possible d’obtenir après un doctorat. Il permet de postuler à un poste de professeur des universités après inscription sur la liste de qualification par le Conseil national des universités, d’être directeur de thèse ou choisi comme rapporteur de thèse. Read the rest of this entry »