Rozova, Lyudmyla Meemary, Bilal Chaki, Salim Deléglise-Lagardère, Mylène Vasiukov, Dmytro
Multi-objective parametric optimization problem is presented for overwrapped composite pressure vessels under internal pressure for storage and heating water. It is solved using the developed iterative optimization algorithm. Optimal values of design parameters for the vessel are obtained by varying the set of parameters for composite layers, such ...
Hellali, Rahma Chelly Dagdia, Zaineb Zeitouni, Karine
Feature selection is paramount in data preprocessing for optimizing feature subsets in machine learning tasks. Intriguing recent developments in this area are the Interactive Reinforced Feature Selection methods, showing promise. However, they often prioritize singular metrics like accuracy, overlooking conflicting metrics or objectives. Moreover, ...
Li, Wei Deng, Hongtao Lin, ping Ding, lianjun Cao, bing
Published in
Journal of Physics: Conference Series
Manual calculations for rotational irrigation groups are inefficient, and a single objective cannot provide farmers with diverse options. Based on considering both engineering standards and practical needs, this study designs a connectivity index and proposes a new model with the optimization objectives of balanced flow and minimum connectivity. To...
Holguin Jimenez, Sofia Trabelsi, Wajdi Sauvey, Christophe
Production rescheduling involves re-optimizing production schedules in response to disruptions that render the initial schedule inefficient or unfeasible. This process requires simultaneous consideration of multiple objectives to develop new schedules that are both efficient and stable. However, existing review papers have paid limited attention to...
Vu, Tuan-Anh Afifi, Sohaib Lefèvre, Eric Pichon, Frédéric
We study a general optimization problem in which coefficients in the objective are uncertain. We use capacities (lower probabilities) to model such uncertainty. Two popular criteria in imprecise probability, namely maximality and E-admissibility, are employed to compare solutions. We characterize non-dominated solutions with respect to these criter...
Destouet, Candice Tlahig, Houda Bettayeb, Belgacem Mazari, Bélahcène
Industry 5.0 makes it imperative to reevaluate the manner of using resources in manufacturing systems to ensure sustainability. In this context, scheduling problems are encountering new environmental and humanrelated challenges, and the concept of sustainable scheduling has gained importance, aiming to balance economic, environmental, and human fac...
In this chapter, we address the automatic approximation of computer systems through multi-objective optimization. Firstly, we present our automatic design methodology, i.e., how we model the approximate design space to be automatically explored. The exploration is achieved through multi-objective optimization to find good trade-offs between the sys...
Tanaka, Shoichiro Ochoa, Gabriela Liefooghe, Arnaud Takadama, Keiki Sato, Hiroyuki
The design of automated landscape-aware techniques requires low-cost features that characterize the structure of the target optimization problem. This paper approximates network-based landscape models of multi-objective optimization problems, which were constructed by full search space enumeration in previous studies. Specifically, we propose a sam...
Das, Samar Tamang, S. K.
Published in
IOP Conference Series: Earth and Environmental Science
The thermochemical conversion of biomass into producer gas presents an attractive alternative fuel option for compression ignition (CI) engines, making biomass gasification a critical driver for achieving sustainable development goals. Considering the application of producer gas (PG) in CI engine, the most potential gases include H2 and CO as main ...
Rodriguez, Santiago Delahaye, Daniel Ventura, Rodrigo
With the imminent growth in air travel, ensuring theefficiency of airspace has become a necessity. This work addressesthis specific concern, namely, the optimization of a Free RouteAirspace (FRA). The FRA is a relatively recent concept appliedinto the european airspace. Even though this approach has theadvantage of having the direct routing between...
