Software Engineering - Things Developed in Software Design Phase Software Engineering - Characteristics of a Good Software Design Software Engineering - Cohesion Software Engineering - Coupling Software Enginee
In this paper, we review the work applying computational evolutionary methods in software engineering, especially in software testing. Testing is both technically and economically vital for high quality software production. About half of the expenses in software production has been estimated to be due ...
In the context of Model-Driven Engineering applied to video games, software models are high-level abstractions that represent source code implementations of varied content such as the stages of the game, vehicles, or enemy entities (e.g., final bosses). In this work, we present our Evolutiona...
Evolutionary Computation and Optimization Algorithms in Software Engineering: Applications and Techniques lays the foundation for the successful integration of evolutionary computation into software engineering. It surveys techniques ranging from genetic algorithms, to swarm optimization theory, to ant colony opti...
Advances in these areas can lead to evolutionary computation that approaches the complexity and flexibility of biology, and can serve as an executable model of biological processes. This is a preview of subscription content, access via your institution Access options Access through your institution ...
search-based software engineering, theory, benchmarking, reproducibility, hybrids and more. Tracks BBSR - Benchmarking, Benchmarks, Software, and Reproducibility CS - Complex Systems ECOM - Evolutionary Combinatorial Optimization and Metaheuristics EML - Evolutionary Machine Learning EMO - Evolutionary Mult...
We determine a design strategy for restoring key interactions between DBMs and LBMs by using a computational model informed by coevolutionary traits in the LacI family. This model predicts the influence of proposed mutations on protein structure and function, quantifying the feasibility of each ...
Li K, Xiang Z, Chen T, Tan K C (2020) Bilo-cpdp: Bi-level programming for automated model discovery in cross-project defect prediction. In: 2020 35th IEEE/ACM International Conference on Automated Software Engineering (ASE). IEEE, pp 573–584 ...
Wang and Liu (2015) developed an adaptive extension of the FOA, called the adaptive mutation FOA (AM-FOA), and used it to optimize an LS-SVM based soft sensor model for predicting the MFI in a propylene polymerization process. The AM-FOA can escape the local minima during the optimization...
The publications above represented a systematic comparative study of time complexity analysis among different EAs on different problems by their FHTs model. These contributions were significant to advancement of basic theory of EC. 2.2. Convergence and diversity analysis In the EC community, premature ...