Prediction of behavior of the dynamical systems and modeling of its structure is vitally an important topic in engineering, economy, and science today. Examples of such systems can be seen in almost every scientific discipline, including such “exotic” domains like the Earth’s atmosphere, turbulent fluids, economies, information flow in social networks and its dynamics, population growth, physics, chemistry, and complex networks. This special issue will establish a forum for the presentation and discussion of recent trends in the area of applications of various modern as well as classical methods for researchers, students, and academics. Potential topics include, but are not limited to:

• Evolutionary algorithms
• Deterministic chaos
• Use of bioinspired algorithms on various problems like controlling, modeling, and analysis of complex and nonlinear systems
• And more by means of classical as well as modern heuristic algorithms
• Articles with applications in industry and science are welcome

You are invited to submit original and unpublished research works on the mentioned and other topics related to the abovementioned topics. Submitted papers must not have been published or simultaneously submitted elsewhere.

Before submission authors should carefully read over the journal’s Author Guidelines, which are located at http://www.hindawi.com/journals/tswj/guidelines/. Prospective authors should submit an electronic copy of their complete manuscript through the journal Manuscript Tracking System at http://mts.hindawi.com/submit/journals/tswj/computer.science/comd/ according to the following timetable: