Evolutionary algorithm

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.

11p viengfa 28-10-2024 3 1   Download

The research "Solving constrained optimization tasks in civil engineering using εDifferential Evolution developed with Visual C#. NET" work aims at constructing an evolutionary algorithm based approach for solving complex constrained optimization tasks. The  -Differential Evolution (  -DE) proposed by Takahama, et al. [1], is selected as the employed evolutionary approach. The  -DE has been proven to be capable optimizer for tackling sophisticated problems in various engineering field. In this study, this optimization method is developed in Visual C#.

5p xuanphongdacy09 29-09-2024 1 1   Download

Designing cantilever retaining walls is an important task in various construction projects. The study "Optimizing cantilever retaining wall design using feasibility rule-based evolutionary algorithm developed with Visual C# .NET" aims at constructing an evolutionary-algorithm-based cantilever retaining wall design approach. Differential Evolution (DE) and the feasibility rule-based constraint-handling (FRBCH) method are integrated to achieve the research objective. A DE based software program incorporating FRBCH has been developed with Visual C# .NET to facilitate its implementation.

6p xuanphongdacy09 29-09-2024 2 1   Download

In this article, a Python-programmed advanced design paradigm is firstly introduced to topology and size optimization of the X-bracing system of nonlinear inelastic space steel frames. For that purpose, an advanced analysis method considering both geometric and material nonlinearities is utilized as an effective finite element analysis (FEA) solver.

13p vifaye 20-09-2024 2 1   Download

Bài giảng "Tính toán tiến hóa: Bài 9 - Multi-objective optimization" được biên soạn với các nội dung chính sau: Tối ưu đa mục tiêu; A multi-objective evolutionary algorithm based on decomposition. Mời các bạn cùng tham khảo bài giảng!

30p kimphuong1001 11-02-2023 10 3   Download

This paper proposes a solution to the power grid system's reactive power optimization scheduling problem (RPSP) based on a novel Manta ray forging algorithm (MRFO) evolutionary algorithm. By applying the penalty function for the reactive power optimization model, the management of the constraints of the RPSP optimization formula is counting on for calculation.

10p linyanjun_2408 21-04-2022 16 1   Download

The most common aim of computer game optimisation is to nd the shortest path within a game or to solve a problem of a travelling salesman within a small group of cities. This article deals with the possibilities of comparing the ascertained solutions of a given problem of human intelligence and evolutionary algorithms.

11p nguathienthan9 08-12-2020 18 1   Download

In this paper, we present a novel global protein-protein interaction network alignment algorithm, which is enhanced with an extended large neighborhood search heuristics. Evaluated on benchmark datasets of yeast, fly, human and worm, the proposed algorithm outperforms state-of-the-art algorithms. Furthermore, the complexity of ours is polynomial, thus being scalable to large biological networks in practice.

11p tamynhan4 06-09-2020 13 3   Download

The purpose of this paper is to consider the project scheduling problem under such limited constraint, called Multi-Skill Resource-Constrained Project Scheduling Problem or MS-RCPSP. The algorithm proposed in this paper is to find the optimal schedule, determine the start time for each task so that the execution time (also called makespan) taken is minimal.

12p koxih_kothogmih5 04-09-2020 18 2   Download

Backtracking Search Optimization Algorithm (BSA) is a new stochastic evolutionary algorithm and the aim of this paper is to introduce a hybrid approach combining the BSA and Quadratic approximation (QA), called HBSAfor solving unconstrained non-linear, non-differentiable optimization problems.

12p tohitohi 22-05-2020 19 1   Download

Trong phần đầu của bài báo trình bày khái niệm tính toán mềm (Soft Computing), một trong những lĩnh vực toán học rất được quan tâm nghiên cứu và ứng dụng trong vòng vài chục năm gần đây. Phần 3 và 4 của bài báo trình bày tổng quan hai vấn đề cụ thể trong tính toán mềm: thuật toán tiến hóa (Evolutionary algorithm) và khai phá dữ liệu (Data Mining). Trong phần cuối, bài báo nêu một số kiến nghị về áp dụng tính toán mềm trong nghiên cứu khoa học công nghệ và sản xuất, kinh doanh trong lĩnh vực bưu chính viễn thông.

6p uocvongxua10 18-09-2015 107 17   Download

EURASIP Journal on Applied Signal Processing 2003:8, 814–823 c 2003 Hindawi Publishing Corporation On the Use of Evolutionary Algorithms to Improve the Robustness of Continuous Speech Recognition Systems in Adverse Conditions Sid-Ahmed Selouani Secteur Gestion de l’Information, Universit´ de Moncton, Campus de Shippagan, 218 boulevard J.-D.-Gauthier, e Shippagan, Nouveau-Brunswick, Canada E8S 1P6 Email: selouani@umcs.

10p sting12 10-03-2012 43 4   Download

EURASIP Journal on Applied Signal Processing 2003:8, 834–840 c 2003 Hindawi Publishing Corporation A Comparison of Evolutionary Algorithms for Tracking Time-Varying Recursive Systems Michael S. White Royal Holloway, University of London, Egham Hill, Egham, Surrey, TW20 0EX, UK Email: mike@whitem.com Stuart J. Flockton Royal Holloway, University of London, Egham Hill, Egham, Surrey, TW20 0EX, UK Email: s.flockton@rhul.ac.

7p sting12 10-03-2012 47 6   Download

EURASIP Journal on Applied Signal Processing 2003:8, 806–813 c 2003 Hindawi Publishing Corporation Optimization and Assessment of Wavelet Packet Decompositions with Evolutionary Computation Thomas Schell Department of Scientific Computing, University of Salzburg, Jakob Haringer Street 2, A-5020 Salzburg, Austria Email: tschell@cosy.sbg.ac.at Andreas Uhl Department of Scientific Computing, University of Salzburg, Jakob Haringer Street 2, A-5020 Salzburg, Austria Email: uhl@cosy.sbg.ac.

8p sting12 10-03-2012 49 4   Download

Tuyển tập các báo cáo nghiên cứu về hóa học được đăng trên tạp chí hóa hoc quốc tế đề tài : Efficient and accurate image alignment using TSK-type neuro-fuzzy network with data-miningbased evolutionary learning algorithm

22p dauphong11 06-02-2012 50 5   Download

Excel 2010 Solver trong Excel 2010 đã được thiết kế lại về giao diện và tên gọi của các hộp khai báo thông số cũng như sắp xếp lại các thành phần trên hộp thoại. Solver trong Excel 2010 đã bổ sung thêm phương pháp tìm kiếm lời giải mới Evolutionary Solver dựa trên các thuật toán di truyền (genetic algorithms). Phương pháp này cho phép giải quyết những bài toán có sử dụng bất kỳ hàm nào trong Excel. Solver trong Excel 2010 được tối ưu cho việc giải quyết các bài toán tuyến tính và phi tuyến...

7p yesno123 16-09-2011 345 76   Download

This chapter describes the joint application of two soft computing methods – evolutionary algorithms and fuzzy reasoning – to the problem of adaptive distributed routing control in packet-switched communication networks. In this problem, a collection of geographically distributed routing nodes are required to adaptively route data packets so as to minimise mean network packet delay. Nodes reach routing decisions locally using state measurements which are delayed and necessarily only available at discrete sampling intervals. ...

14p tienvovan 11-09-2010 68 5   Download