Multi objective evolutionary optimization in uncertain environments

... eciency The in ow to the Hoabinh reservoir The storage of the Hoabinh reservoir The surface of the Hoabinh reservoir The unitary evaporation of the Hoabinh reservoir The evaporation of the Hoabinh reservoir ... through the spillways of the Hoabinh reservoir The water level in the Hoabinh reservoir The water level downstr...

Ngày tải lên: 24/03/2014, 20:22

... network is presented in Network overview’ section We describe spectrum sharing among PUs in ‘On-demand spectrum sharing between PUs’ section ‘Spectrum sharing between PUs and SUs using trading’ ... cognitive mesh network using machine learning EURASIP Journal on Wireless Communications and Networking 2011 2011:36 Submit your manuscript to a journal and benefit from: Convenie...

Ngày tải lên: 21/06/2014, 02:20

... discussed in the previous section, was set to 0.1 For the optimization, a changing set of 1000 signals (phoneme examples) was used for training and a changing set of 400 signals was used for testing ... results for phoneme classification comparing MFB with EFB-A4, EFB-B2, and EFB-C4 at different training conditions (a) Validation in match training conditions, and (b) validation...

Ngày tải lên: 21/06/2014, 07:20

... MINISTRY OF EDUCATION AND TRAINING MINISTRY OF NATIONAL DEFENSE MILITARY TECHNICAL ACADEMY A MULTI-OBJECTIVE EVOLUTIONARY ALGORITHM USING DIRECTIONS OF IMPROVEMENT AND APPLICATION Specialized in: ... represented by an array of real values This array is considered as a chromosome and each element of this array is a gene Here the genotype and phenotype are...

Ngày tải lên: 21/01/2015, 15:48

... Frameworks of Multi- objective Optimization 1.2 Evolutionary Algorithms in Multi- objective Optimization 1.2.1 Evolutionary Algorithms 1.2.2 Multi- objective Evolutionary ... EVOLUTIONARY MULTI- OBJECTIVE OPTIMIZATION USING NEURAL- BASED ESTIMATION OF DISTRIBUTION ALGORITHMS SHIM VUI ANN B.Eng (Hons., 1st Class), UTM A THESIS SUBMITTED FOR THE DEGR...

Ngày tải lên: 09/09/2015, 10:07

... 22 3.1 3.2 3.3 Computing budget allocation for Experiment 44 Computing budget allocation for Experiment 45 Computing budget allocation for Experiment ... Combination of MOEAs and Computing Budget Allocation 5.3.1 Multi- objective Genetic Algorithms with Optimal Computing Budget Allocation 5.3.2 Multi- objective Estimation of Distribution ... with...

Ngày tải lên: 09/09/2015, 10:13

... 32 A Multiobjective Memetic Algorithm Based on Particle Swarm Optimization 33 3.1 Multiobjective Memetic Particle Swarm Optimization 34 3.1.1 3.1.2 ... existing multi- objective optimization algorithms Chapter extends the notion of coevolution to decompose the problem and track the optimal solutions in multi- objective particle swarm optimization ... quality C...

Ngày tải lên: 11/09/2015, 09:08

... proposed multi- robot surveillance algorithms 1.5 Organization of Thesis In the following parts of this thesis, Chapter introduces the related work in surveillance and multi- robot systems, including ... of control algorithms for multi- robot surveillance in unknown environments This involves two large areas of robotic research – surveillance and cooperative robot...

Ngày tải lên: 11/09/2015, 16:06

... 25% of this is lowdensity polyethylene (LDPE) produced in auto-clave and tubular high-pressure reactors and remaining comprises of high -density polyethylene (HDPE) and linear low- density polyethylene ... MODELING, SIMULATION AND MULTI- OBJECTIVE OPTIMIZATION OF AN INDUSTRIAL, LOW- DENSITY POLYETHYLENE REACTOR NAVEEN AGRAWAL (B.Tech, Indian Institute...

Ngày tải lên: 12/09/2015, 08:20

... [169, 170] being widely regarded as the real starting point in the field of continuous-time portfolio management Hybrid variants like multi- period portfolio management also exist where the investment ... returns from lagging the underlying index in the long run This subject will be discussed in further detail later in Chapter 1.3 Thesis Overview The central theme in inve...

Ngày tải lên: 12/09/2015, 11:00

... or more conflicting objectives This research investigates multi- objective optimization in scheduling problems 1.2.1 Multi- Objective Optimization in Scheduling Problems Scheduling can be regarded ... pioneering works on multi- objective optimization of each of the scheduling problems investigated One of the scheduling problems considered in this thesis...

Ngày tải lên: 12/09/2015, 11:00

... bioinformatics, logical circuit design, control engineering and resource allocation Interestingly, many researchers in the field of evolutionary multi- objective optimization assume that the optimization ... multi- objective evolutionary algorithms for multi- objective optimization in the presence of uncertainties This work is divided into three parts, which each part co...

Ngày tải lên: 12/09/2015, 11:00

... 17 Chapter Decision Making Preference in Multi Objective Optimization This chapter presents a review of the a priori / interactive incorporation of preference into Multi Objective Optimization ... Decision Making Preference in Multi Objective Optimization 18 3.1 Features of Human Decision Making 20 3.2 Desirable Properties of Preference- bas...

Ngày tải lên: 14/09/2015, 08:42

... MODELING, SIMULATION AND MULTI- OBJECTIVE OPTIMIZATION OF INDUSTRIAL HYDROCRACKERS NAVEEN BHUTANI (M.Tech, Indian Institute of Technology, Delhi, India) A THESIS SUBMITTED FOR THE DEGREE OF DOCTOR OF ... two -objective optimization: (a) Maximization of DS* and KS* simultaneously; (b) Maximization of DS* and KS* and minimization of total H2 flow; (c) Maximiza...

Ngày tải lên: 14/09/2015, 18:18

... optimizers in both single and multi objective optimization problems In addition, basic principles of data mining, in particular frequent mining, which will be applied to the single and multi optimization ... effectiveness of the optimization process Keeping this in mind, this work investigates the multi objective optimization in uncertainties both in academic ben...

Ngày tải lên: 13/10/2015, 15:54