kumoh national institute of technology
Networked Systems Lab.

NSL Seminar

NSL > Education> NSL Seminar
Wild Goats Algorithm: An Evolutionary Algorithm to Solve the Real-World Optimization Problems
By : sanjay
Date : 2018-10-05
Views : 86

Solution of optimization problems is inseparable
part of science and engineering. The close dependence
of industry applications on science and engineering clarifies
need to optimization algorithms for modern industries.
In this paper, the proposition of an evolutionary optimization
algorithm is presented. The proposed algorithm is inspired
from wild goats climbing. The living in the groups and
cooperation between members of groups are main ideas
which have been inspired. Along the procedure of the algorithm,
leaders of groups attract groups other members and
eventually the leader of the biggest group reaches the highest
point of mountain. Besides examining with a number
of benchmark functions, the performance of the algorithm
is gone through by one of the energy systems important
problems, which is known as combined heat and power economic
dispatch (CHPED) problem. The aim of the CHPED
problem is supplying power and heat demand in an economical
manner by conventional thermal units, CHP units,
and heat-only units. The effect of valve-point and transmission
losses is taken into account in order to consider practical
CHPED model. The algorithm is tested on three test
systems and the results show the ability of the algorithm to
converge the optimum values.
 
(Total:659 articles / page:1/66 )
List
No. Subject By Date Views
659  Fog-Empowered Anomaly Detection in IoT Using Hyperelli.. new Riesa Krisna Astuti 2019-02-15 25
658  Positioning of UAVs for Throughput Maximization in Sof.. new Muhammad Taufiq Rama 2019-02-15 12
657  DroneNetX: Network Reconstruction Through Connectivity.. Heidy Indrayani 2019-02-11 16
656  Neighbor- Based Dynamic Connectivity Factor Routing Pr.. Nita Hidayati 2019-02-11 17
655  Machine Learning for Networking: Workflow, Advances an.. Saviour 2019-02-01 22
654  Blockchains and Smart Contracts for the Internet of Th.. Kevin Putra Dirganto 2019-01-31 16
653  Protocol Design for Enabling Full-Duplex Operation in .. sanjay 2019-01-17 27
652  Opportunistic Resource Scheduling for LTE-Unlicensed w.. Gaspard Gashema 2019-01-17 55
651  Integration of LoRaWAN and 4G/5G for the Industrial In.. 2019-01-10 28
650  On Removing Routing Protocol from Future Wireless Netw.. Rizki Rivai Ginanjar 2019-01-10 19
Search