Umfang:
1 online resource (291 pages)
ISBN:
9783319227320
Inhalt:
Intro -- Foreword -- Preface -- Contents -- 1 Introduction to Optimization -- Abstract -- 1.1 Optimization of Single Objective and Multiobjective Problems -- 1.2 Merits and Demerits of the Classical and Advanced Optimization Techniques -- 1.3 Organization of the Book -- References -- 2 Teaching-Learning-Based Optimization Algorithm -- Abstract -- 2.1 Teaching-Learning-Based Optimization Algorithm -- 2.1.1 Teacher Phase -- 2.1.2 Learner Phase -- 2.2 Demonstration of the Working of TLBO Algorithm on Unconstrained Optimization Problems -- 2.3 Demonstration of the Working of TLBO Algorithm on Constrained Optimization Problems -- 2.4 Elitist TLBO Algorithm -- 2.5 Non-dominated Sorting TLBO Algorithm for Multiobjective Optimization -- 2.5.1 Non-dominated Sorting of the Population -- 2.5.2 Crowding Distance Computation -- 2.5.3 Constraint Handling -- 2.6 Demonstration of the Working of NSTLBO Algorithm on a Bi-objective Constrained Optimization Problem -- References -- 3 Application of TLBO and ETLBO Algorithms on Complex Composite Test Functions -- Abstract -- 3.1 Composite Test Functions -- 3.1.1 Composite Function 1 (CF1) -- 3.1.2 Composite Function 2 (CF2) -- 3.1.3 Composite Function 3 (CF3) -- 3.1.4 Composite Function 4 (CF4) -- 3.1.5 Composite Function 5 (CF5) -- 3.1.6 Composite Function 6 (CF6) -- 3.2 Parameter Settings for the Composite Functions -- 3.3 Results of Different Algorithms on Composite Test Functions -- References -- 4 Application of TLBO and ETLBO Algorithms on Multiobjective Unconstrained and Constrained Test Functions -- Abstract -- 4.1 Multiobjective Unconstrained Test Functions -- 4.1.1 Computational Results of the Multiobjective Unconstrained Functions and Discussion -- 4.2 Multiobjective Constrained Test Functions -- 4.2.1 Computational Results of Constrained Multiobjective Functions and Discussion.
Anmerkung:
Description based on publisher supplied metadata and other sources
Weitere Ausg.:
9783319227313
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe 9783319227313
Sprache:
Englisch
