![](images/graphics/blank.gif)
Evolution algorithm
-
Ebook "Models and algorithms for genome evolution" presents a review of the history, current status, and potential future directions of computational biology in molecular evolution. Gathering together the unique insights of an international selection of prestigious researchers, this must-read volume examines the latest developments in the field, the challenges that remain, and the new avenues emerging from the growing influx of sequence data.
329p
tracanhphuonghoa1007
22-04-2024
2
2
Download
-
In this paper, we introduce a novel simulation-based optimization method, CMAESEP, which couples the Covariance Matrix Adaptation Evolution Strategy Optimization Algorithm and the Epanet hydraulic simulator for optimal designing water distribution networks. The proposed method is applied to the published benchmark water network of Hanoi.
10p
vilarry
01-04-2024
2
1
Download
-
Part 2 book "Multi-objective optimization in chemical engineering" includes content: Parameter estimation in phase equilibria calculations using multi objective evolutionary algorithms, phase equilibrium data reconciliation using multi objective differential evolution with tabu list, ecodesign of chemical processes with multi objective genetic algorithms,...and other contents.
259p
muasambanhan09
12-03-2024
0
0
Download
-
In this paper, a SVM parameter optimization method based on Adaptive Elitist Differential Evolution (AeDE-SVM) is proposed. Furthermore, AeDE-SVM is applied to diagnose roller bearing fault by using complementary ensemble empirical mode decomposition (CEEMD) and singular value decomposition (SVD) techniques.
11p
vimarillynhewson
02-01-2024
6
2
Download
-
Ebook "Data mining - A heuristic approach" includes content: From evolution to immune to swarm to a simple introduction to modern heuristics; approximating proximity for fast and robust distance based clustering; on the use of evolutionary algorithms in data mining, the discovery of interesting nuggets using heuristic techniques, estimation of distribution algorithms for feature subset selection in large dimensionality domains,... and other contents.
310p
haojiubujain09
21-11-2023
3
3
Download
-
The proposed algorithm utilizes the migration method to identify local extremes and then relocates the population to explore new solution spaces for further evolution. The MIMEM algorithm is evaluated on the iMOPSE benchmark dataset, and the results demonstrate that it outperforms.
8p
visystrom
22-11-2023
8
3
Download
-
This study proposes the application of an evolutionary algorithm in optimizing the construction process with Gantt charts to meet the multi-target requirements. The multi-target function is built based on single target criteria and is used as the cost function of the evolutionary algorithm. Application results with specific projects show multi-target optimization by using evolutionary algorithms that allow automatically building a suitable and balanced construction schedule between targets.
11p
visharma
20-10-2023
6
4
Download
-
Ebook "Petascale computing - Algorithms and applications" includes content: Performance characteristics of potential petascale scientific applications, petascale computing - impact on future NASA missions, multiphysics simulations and petascale computing, scalable parallel AMR for the uintah multi physics code, simulating cosmological evolution with enzo,... and other contents.
583p
haojiubujain07
20-09-2023
3
2
Download
-
In the numerical results, the influence of length to width ratio, imperfection, elastic foundations and temperature increment were evaluated in detail. The optimal results from DE algorithm are shown and compared.
17p
viberkshire
09-08-2023
8
4
Download
-
This study promotes a new algorithm for estimating the water pollution propagation with the primary goal of providing more reliable and high quality estimates to decision makers. To date, the widely used variational method suffers from the large computational burden which limits its application in practice.
21p
viwolverine
11-07-2023
5
3
Download
-
A novel biped walking pattern combining robust zero-moment-point ZMP technique and pre-determined foot-lifting value is proposed in this paper. The implementation of suggested approach contains following stages.
17p
viwolverine
11-07-2023
8
2
Download
-
Part 1 of ebook "Quality of service in optical burst switched networks" provide readers with content about: evolution of optical networks; overview of OBS architecture; node-based QOS improvement mechanisms; relative QOS differentiation; offset time-based mechanisms; buffer allocation based schemes; burst scheduling based scheme;...
99p
damtuyetha
16-02-2023
6
3
Download
-
In this paper, two meta-heuristic approaches, Differential evolution and Genetic algorithms were proposed to solve this problem. The optimal objectives are both the maximization of the length and the minimization of power peaking factor in a fuel cycle.
9p
vicedric
08-02-2023
3
3
Download
-
Manufacturers constantly have to encounter fluctuated product demands. Accordingly, it is required to establish a production schedule that meets the future demands and concurrently has a low level of daily labor/materials’ deviation. The study "Evolutionary algorithm with feasibility rule based constraint-handling method for intelligent production scheduling" constructs an evolutionary algorithm for achieving this task. The Differential Evolution (DE) algorithm and the feasibility rule based method for constraint handling are integrated to develop this evolutionary algorithm.
6p
runordie2
06-06-2022
10
1
Download
-
This paper aims to apply the developed ADE to optimize truss structures subjected to frequency constraints. In addition, limitations of the AOA are also discussed, as well as how to overcome them. In each iteration, a randomly generated probability parameter is used to determine whether AOA or DE that would be used to generate new candidate solutions in the population.
16p
haoasakura
30-05-2022
11
1
Download
-
This study suggests a solution to the ELD problem based on a new intelligent optimization algorithm called the Jellyfish search algorithm (JSA). Due to the imitation of jellyfish's behavior searching for food in the ocean, the JSA owes the advanced characteristics, e.g., simple structure, fast search, and easy to implement. The ELD problem is mathematically expressed as a typical multi-constraint nonlinear optimization problem that can be dealt with by optimizing the JSA algorithm successfully.
10p
linyanjun_2408
21-04-2022
17
3
Download
-
The initiation and subsequent evolution of cancer are largely driven by a relatively small number of somatic mutations with critical functional impacts, so-called driver mutations. Identifying driver mutations in a patient’s tumor cells is a central task in the era of precision cancer medicine.
17p
vielonmusk
30-01-2022
40
0
Download
-
The comprehensive performance of NFDDE is extensively evaluated by comparisons between it and other 9 state-of-art DE variants based on CEC2017 test suite. In addition, distinct properties of the newly introduced strategies and involved parameters are further confirmed by a set of experiments.
22p
guernsey
28-12-2021
8
0
Download
-
Metaheuristic search algorithms are used to develop new protocols for optimal intravenous insulin infusion rate recommendations in scenarios involving hospital in-patients with Type 1 Diabetes. Two metaheuristic search algorithms are used, namely, Particle Swarm Optimization and Covariance Matrix Adaption Evolution Strategy.
28p
redemption
20-12-2021
14
0
Download
-
This research also demonstrates the effectiveness of DHACA compared with the previous studies such as Multi-objectives Genetic Algorithm (MOGA), Simulated Annealing Algorithm based Multi-objectives Genetic Algorithm (SAbased MOGA) on the CSLP. DHACA supports the construction site dynamic planning with constraints on facilities to improve work efficiency.
12p
inception36
30-11-2021
11
1
Download