Diverse Multimedia Layout Generation with Multi Choice Learning

2021 ◽  
Author(s):  
David D. Nguyen ◽  
Surya Nepal ◽  
Salil S. Kanhere
Keyword(s):  
Water ◽  
2021 ◽  
Vol 13 (14) ◽  
pp. 1886
Author(s):  
Arezoo Zahediasl ◽  
Amin E. Bakhshipour ◽  
Ulrich Dittmer ◽  
Ali Haghighi

In recent years, the concept of a centralized drainage system that connect an entire city to one single treatment plant is increasingly being questioned in terms of the costs, reliability, and environmental impacts. This study introduces an optimization approach based on decentralization in order to develop a cost-effective and sustainable sewage collection system. For this purpose, a new algorithm based on the growing spanning tree algorithm is developed for decentralized layout generation and treatment plant allocation. The trade-off between construction and operation costs, resilience, and the degree of centralization is a multiobjective problem that consists of two subproblems: the layout of the networks and the hydraulic design. The innovative characteristics of the proposed framework are that layout and hydraulic designs are solved simultaneously, three objectives are optimized together, and the entire problem solving process is self-adaptive. The model is then applied to a real case study. The results show that finding an optimum degree of centralization could reduce not only the network’s costs by 17.3%, but could also increase its structural resilience significantly compared to fully centralized networks.


2021 ◽  
pp. 101104
Author(s):  
Shao-Kui Zhang ◽  
Wei-Yu Xie ◽  
Song-Hai Zhang
Keyword(s):  

2020 ◽  
Vol 19 (10) ◽  
Author(s):  
Laszlo Gyongyosi

Abstract Superconducting gate-model quantum computer architectures provide an implementable model for practical quantum computations in the NISQ (noisy intermediate scale quantum) technology era. Due to hardware restrictions and decoherence, generating the physical layout of the quantum circuits of a gate-model quantum computer is a challenge. Here, we define a method for layout generation with a decoherence dynamics estimation in superconducting gate-model quantum computers. We propose an algorithm for the optimal placement of the quantum computational blocks of gate-model quantum circuits. We study the effects of capacitance interference on the distribution of the Gaussian noise in the Josephson energy.


Author(s):  
Jaeduk Han ◽  
Woorham Bae ◽  
Eric Chang ◽  
Zhongkai Wang ◽  
Borivoje Nikolic ◽  
...  
Keyword(s):  

2014 ◽  
Vol 18 (2) ◽  
pp. 97-109
Author(s):  
Guillermo Enriquez ◽  
Sunhong Park ◽  
Shuji Hashimoto

Sign in / Sign up

Export Citation Format

Share Document