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Guaranteed Convergence and Distribution in Evolutionary Multi-Objective Algorithms (EMOA’s) via Achivement Scalarizing Functions By Karthik Sindhya a Thesis Supervisors Prof. Kalyanmoy Deb a Prof. Kaisa Miettinen b a Kanpur Genetic Algorithms Laboratory, IIT Kanpur b Quantitative Methods in Economics, HSE Helsinki STATE OF ART SEMINAR

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Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Introduction (Cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Motivation ,[object Object],[object Object],[object Object],[object Object],[object Object]

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Literature Survey ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Literature Survey (Cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Literature Survey (Cont’d) ,[object Object],[object Object],[object Object],[object Object]

Proposed Methodology ,[object Object],[object Object],[object Object],[object Object],[object Object]

Proposed Methodology (Cont’d) ,[object Object],[object Object],[object Object],Pareto-Point

Proposed Methodology (Cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Initial Studies ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Initial Studies (Cont’d) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Proposed Plan for Research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

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1. Guaranteed Convergence and Distribution in Evolutionary Multi-Objective Algorithms (EMOA’s) via Achivement Scalarizing Functions By Karthik Sindhya a Thesis Supervisors Prof. Kalyanmoy Deb a Prof. Kaisa Miettinen b a Kanpur Genetic Algorithms Laboratory, IIT Kanpur b Quantitative Methods in Economics, HSE Helsinki STATE OF ART SEMINAR

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