433 citations · 1.3k across the 29 of their papers we have counts for
10 papers · 1 filter
Coordinated Electric Vehicle Charging Control with Aggregator Power Trading and Indirect Load Control
James J. Q. Yu, Junhao Lin, Albert Y. S. Lam +1
Due to the increasing concern for greenhouse gas emissions and fossil fuel security, electric vehicles (EVs) have attracted much attention in recent years. EVs can aggregate togeth…
Adaptive Chemical Reaction Optimization for Global Numerical Optimization
James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li
A newly proposed chemical-reaction-inspired metaheurisic, Chemical Reaction Optimization (CRO), has been applied to many optimization problems in both discrete and continuous domai…
Combinatorial Auction-Based Pricing for Multi-tenant Autonomous Vehicle Public Transportation System
Albert Y. S. Lam
A smart city provides its people with high standard of living through advanced technologies and transport is one of the major foci. With the advent of autonomous vehicles (AVs), an…
Autonomous Vehicle Public Transportation System: Scheduling and Admission Control
Albert Y. S. Lam, Yiu-Wing Leung, Xiaowen Chu
Technology of autonomous vehicles (AVs) is getting mature and many AVs will appear on the roads in the near future. AVs become connected with the support of various vehicular commu…
Chemical Reaction Optimization for the Set Covering Problem
James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li
The set covering problem (SCP) is one of the representative combinatorial optimization problems, having many practical applications. This paper investigates the development of an a…
An Inter-molecular Adaptive Collision Scheme for Chemical Reaction Optimization
James J. Q. Yu, Victor O. K. Li, Albert Y. S. Lam
Optimization techniques are frequently applied in science and engineering research and development. Evolutionary algorithms, as a kind of general-purpose metaheuristic, have been s…
Optimal V2G Scheduling of Electric Vehicles and Unit Commitment using Chemical Reaction Optimization
James J. Q. Yu, Victor O. K. Li, Albert Y. S. Lam
An electric vehicle (EV) may be used as energy storage which allows the bi-directional electricity flow between the vehicle's battery and the electric power grid. In order to flatt…
Sensor Deployment for Air Pollution Monitoring Using Public Transportation System
James J. Q. Yu, Victor O. K. Li, Albert Y. S. Lam
Air pollution monitoring is a very popular research topic and many monitoring systems have been developed. In this paper, we formulate the Bus Sensor Deployment Problem (BSDP) to s…
Real-Coded Chemical Reaction Optimization with Different Perturbation Functions
James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li
Chemical Reaction Optimization (CRO) is a powerful metaheuristic which mimics the interactions of molecules in chemical reactions to search for the global optimum. The perturbation…
Evolutionary Artificial Neural Network Based on Chemical Reaction Optimization
James J. Q. Yu, Albert Y. S. Lam, Victor O. K. Li
Evolutionary algorithms (EAs) are very popular tools to design and evolve artificial neural networks (ANNs), especially to train them. These methods have advantages over the conven…