Accelerating supply chains with Ant Colony Optimization across a range of hardware solutions
I Dzalbs, T Kalganova - Computers & Industrial Engineering, 2020 - Elsevier
… Dataset (Ivars Dzalbs) is divided into seven tables, one table for all orders that need to be
assigned a route – OrderList table, and six additional files specifying the problem and …
assigned a route – OrderList table, and six additional files specifying the problem and …
Forecasting price movements in betting exchanges using cartesian genetic programming and ANN
I Dzalbs, T Kalganova - Big data research, 2018 - Elsevier
Since the introduction of betting exchanges in 2000, there has been increased interest of
ways to monetize on the new technology. Betting exchange markets are fairly similar to the …
ways to monetize on the new technology. Betting exchange markets are fairly similar to the …
Simple generate-evaluate strategy for tight-budget parameter tuning problems
I Dzalbs, T Kalganova - 2020 IEEE Symposium Series on …, 2020 - ieeexplore.ieee.org
Good hyperparameter selection is essential for metaheuristic algorithm performance. Tuning
is usually a time-consuming and tedious task that requires user expertise for the best results…
is usually a time-consuming and tedious task that requires user expertise for the best results…
Imperialist competitive algorithm with independence and constrained assimilation
I Dzalbs, T Kalganova, I Dear - 2020 International Congress on …, 2020 - ieeexplore.ieee.org
This work proposes an improved Imperialist Competitive Algorithm (ICA) based algorithm
for solving constrained combinatorial problems, called ICA with Independence and …
for solving constrained combinatorial problems, called ICA with Independence and …
Imperialist Competitive Algorithm with Independence and Constrained Assimilation for Solving 0-1 Multidimensional Knapsack Problem
I Dzalbs, T Kalganova, I Dear - arXiv preprint arXiv:2003.06617, 2020 - arxiv.org
The multidimensional knapsack problem is a well-known constrained optimization problem
with many real-world engineering applications. In order to solve this NP-hard problem, a new …
with many real-world engineering applications. In order to solve this NP-hard problem, a new …
Multi-step ahead forecasting using Cartesian genetic programming
I Dzalbs, T Kalganova - Inspired by Nature: Essays Presented to Julian F …, 2017 - Springer
This paper describes a forecasting method that is suitable for long range predictions. Forecasts
are made by a calculating machine of which inputs are the actual data and the outputs …
are made by a calculating machine of which inputs are the actual data and the outputs …
OptPlatform: metaheuristic optimisation framework for solving complex real-world problems
I Dzalbs - 2021 - bura.brunel.ac.uk
We optimise daily, whether that is planning a round trip that visits the most attractions within
a given holiday budget or just taking a train instead of driving a car in a rush hour. Many …
a given holiday budget or just taking a train instead of driving a car in a rush hour. Many …
Hybrid 2-stage Imperialist Competitive Algorithm with Ant Colony Optimization for Solving Multi-Depot Vehicle Routing Problem
I Dzalbs, T Kalganova - arXiv preprint arXiv:2005.04157, 2020 - arxiv.org
The Multi-Depot Vehicle Routing Problem (MDVRP) is a real-world model of the simplistic
Vehicle Routing Problem (VRP) that considers how to satisfy multiple customer demands from …
Vehicle Routing Problem (VRP) that considers how to satisfy multiple customer demands from …
[PDF][PDF] SUSTAINABILITY ASSESSMENT OF BIORESOURCES. LATVIAN CASES
A Dzalbs - ebooks.rtu.lv
… Also, thanks to Professor Ivars Veidenbergs for valuable suggestions on the quality of the …
Arnis Dzalbs was born in 1986 in Riga. He obtained a Professional Bachelor’s degree in …
Arnis Dzalbs was born in 1986 in Riga. He obtained a Professional Bachelor’s degree in …
Forecasting price movements in betting exchanges using Cartesian Genetic Programming and ANN
T Kalganova, I Dzalbs - 2018 - bura.brunel.ac.uk
Since the introduction of betting exchanges in 2000, there has been increased interest of
ways to monetize on the new technology. Betting exchange markets are fairly similar to the …
ways to monetize on the new technology. Betting exchange markets are fairly similar to the …