This paper discusses the first-hand experiences of the author in developing and teaching a graduate level engineering course in adaptive optimization methods inspired by nature. The paper discusses course content, textbooks and supplementary written material, software and computer projects, and grading and evaluation. This course has encouraged many students to pursue research in evolutionary computation, tabu search or simulated annealing, however it is continually being modified to reflect the many changes occurring in the field. 1 Introduction The advent of new computational techniques inspired by nature has resulted in the publication of many new books and journals, new organizations and conferences, and a new group of graduate studen...
Abstract: "The course Synthesis of Engineering Systems has been offered by the Engineering Design Re...
Teaching experience shows that during educational process student perceive graphical information bet...
Evolutionary computation has been widely used in computer science for decades. Even though it starte...
Real-world has many optimization scenarios with multiple constraints and objective functions that ar...
The purpose of optimization is to maximize the quality of lives, productivity in time, as well as in...
Abstract: Solving optimization problems, regardless of the scope, involves knowledge of mathematical...
An accessible introduction to metaheuristics and optimization, featuring powerful and modern algorit...
Heuristic optimization algorithms are artificial intelligence search methods that can be used to fin...
This report is based on the work I have done for my Master Thesis project. The project as a whole co...
Evolutionary algorithms are successively applied to wide optimization problems in the engineering, m...
Motto: "It is not the strongest of the species that survives, nor the most intelligent that sur...
The course introduces the students with a number of modern meta-heuristic techniques taken from the ...
This is an invited tutorial on "Evolutionary Computation for Dynamic Optimization Problems", which w...
This course explores evolutionary computation from a historical, theoretical, and application viewpo...
This book is intended as a reference both for experienced users of evolutionary algorithms and for r...
Abstract: "The course Synthesis of Engineering Systems has been offered by the Engineering Design Re...
Teaching experience shows that during educational process student perceive graphical information bet...
Evolutionary computation has been widely used in computer science for decades. Even though it starte...
Real-world has many optimization scenarios with multiple constraints and objective functions that ar...
The purpose of optimization is to maximize the quality of lives, productivity in time, as well as in...
Abstract: Solving optimization problems, regardless of the scope, involves knowledge of mathematical...
An accessible introduction to metaheuristics and optimization, featuring powerful and modern algorit...
Heuristic optimization algorithms are artificial intelligence search methods that can be used to fin...
This report is based on the work I have done for my Master Thesis project. The project as a whole co...
Evolutionary algorithms are successively applied to wide optimization problems in the engineering, m...
Motto: "It is not the strongest of the species that survives, nor the most intelligent that sur...
The course introduces the students with a number of modern meta-heuristic techniques taken from the ...
This is an invited tutorial on "Evolutionary Computation for Dynamic Optimization Problems", which w...
This course explores evolutionary computation from a historical, theoretical, and application viewpo...
This book is intended as a reference both for experienced users of evolutionary algorithms and for r...
Abstract: "The course Synthesis of Engineering Systems has been offered by the Engineering Design Re...
Teaching experience shows that during educational process student perceive graphical information bet...
Evolutionary computation has been widely used in computer science for decades. Even though it starte...