Multi-Objective Optimization of an Industrial Isoprene Production Unit by Using Genetic Algorithm Approach [PDF]
, 2005 The present work deals with the multi-objective optimization of an industrial Isoprene production unit by using Genetic Algorithm (GA). The purpose of this plant is to produce high purity Isoprene for obtaining synthetic and thermoplastic rubber from a ...
Xavier Joulia +9 more
core +1 more source
MOBOpt — multi-objective Bayesian optimization
SoftwareX, 2020 This work presents a new software, programmed as a Python class, that implements a multi-objective Bayesian optimization algorithm. The proposed method is able to calculate the Pareto front approximation of optimization problems with fewer objective ...
Paulo Paneque Galuzio +3 more
doaj +1 more source
Multi objective optimization of microalgae flat plate photobioreactor design
E3S Web of Conferences, 2018 Indonesia as a maritime country has high potential in developing microalgae. Microalgae in Indonesia have a high oil component of around 20-30%, for example Nitzschia palea (23%), Chlorella vulgaris (27%), and Euglena gracilis (20%).
Rahman Arif +3 more
doaj +1 more source
Integrated Energy Multi-Objective Operation Optimization [PDF]
E3S Web of Conferences, 2020 The Integrated Energy System (IES) offers a new approach to the energy dilemma. It introduces demand-side response into the Regional Integrated Energy System (RIES) and proposes an operational optimization model considering Integrated Demand Side ...
Liu Zhao +7 more
doaj +1 more source
Multi-objective Optimization and its Engineering Applications [PDF]
, 2005 Many practical optimization problems usually have several conflicting objectives. In those multi-objective optimization, no solution optimizing all objective functions simultaneously exists in general.
Nakayama, Hirotaka
core +1 more source
Benchmarking Multi- and Many-Objective Evolutionary Algorithms Under Two Optimization Scenarios
IEEE Access, 2017 Recently, a large number of multi-objective evolutionary algorithms (MOEAs) for many-objective optimization problems have been proposed in the evolutionary computation community. However, an exhaustive benchmarking study has never been performed.
Ryoji Tanabe +2 more
doaj +1 more source
Methods That Optimize Multi-Objective Problems: A Survey and Experimental Evaluation
IEEE Access, 2020 Most current multi-optimization survey papers classify methods into broad objective categories and do not draw clear boundaries between the specific techniques employed by these methods.
Kamal Taha
doaj +1 more source
Multi‐objective optimization of cordon sanitaire with vehicle waiting time constraint
IET Intelligent Transport Systems, 2021 The outbreak of COVID‐19 has disrupted our regular life. Many local authorities have enforced a cordon sanitaire for the protection of sensitive areas. Travelers can only travel across the cordon after getting qualified.
Hongzhi Lin
doaj +1 more source
Optimization Library for Interactive Multi-Criteria Optimization Tasks [PDF]
, 2012 The commercial library Optimization 2.1 for interactive multi-criteria optimization tasks has been released along with Dymola 2013. The library offers several numerical optimization algorithms for solving different kinds of optimization tasks.
Pfeiffer, Andreas, Andreas Pfeiffer
core +1 more source
Real ant colony optimization as a tool for multi-criteria problems
Computer Assisted Methods in Engineering and Science, 2017 This paper presents a population-based heuristic method - a real ant colony optimization (RACO) as a tool for multi-criteria optimization problems. The idea of multi-criteria optimization is discussed and the necessary modifications of RACO are proposed.
Iwona Nowak, Grzegorz Nowak
doaj +1 more source