research
∙
08/27/2023
Understanding the Usage of QUBO-based Hamiltonian Function in Combinatorial Optimization over Graphs: A Discussion Using Max Cut (MC) Problem
Quadratic Unconstrained Binary Optimization (QUBO) is a generic techniqu...
share
research
∙
10/28/2021
Improving Causal Effect Estimation of Weighted RegressionBased Estimator using Neural Networks
Estimating causal effects from observational data informs us about which...
research
∙
10/16/2021
Learning Cooperation and Online Planning Through Simulation and Graph Convolutional Network
Multi-agent Markov Decision Process (MMDP) has been an effective way of ...
research
∙
10/15/2021
An Artificial Bee Colony Based Algorithm for Continuous Distributed Constraint Optimization Problems
Distributed Constraint Optimization Problems (DCOPs) are a frequently us...
research
∙
02/23/2021
Accelerating Recursive Partition-Based Causal Structure Learning
Causal structure discovery from observational data is fundamental to the...
research
∙
12/02/2020
Improving Solution Quality of Bounded Max-Sum Algorithm to Solve DCOPs involving Hard and Soft Constraints
Bounded Max-Sum (BMS) is a message-passing algorithm that provides appro...
research
∙
10/20/2020
A Particle Swarm Inspired Approach for Continuous Distributed Constraint Optimization Problems
Distributed Constraint Optimization Problems (DCOPs) are a widely studie...
research
∙
09/02/2020
On Population-Based Algorithms for Distributed Constraint Optimization Problems
Distributed Constraint Optimization Problems (DCOPs) are a widely studie...
research
∙
02/27/2020
C-CoCoA: A Continuous Cooperative Constraint Approximation Algorithm to Solve Functional DCOPs
Distributed Constraint Optimization Problems (DCOPs) have been widely us...
research
∙
02/27/2020
Learning Optimal Temperature Region for Solving Mixed Integer Functional DCOPs
Distributed Constraint Optimization Problems (DCOPs) are an important fr...
research
∙
09/14/2019
Speeding Up Distributed Pseudo-tree Optimization Procedure with Cross Edge Consistency to Solve DCOPs
Distributed Pseudo-tree Optimization Procedure (DPOP) is a well-known me...
research
∙
09/13/2019
AED: An Anytime Evolutionary DCOP Algorithm
Evolutionary optimization is a generic population-based metaheuristic th...
research
∙
09/13/2019
A Particle Swarm Based Algorithm for Functional Distributed Constraint Optimization Problems
Distributed Constraint Optimization Problems (DCOPs) are a widely studie...
research
∙
11/20/2018