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Efficient algorithms and demonstrative applications have encouraged researchers and practitioners to use these methods in their works, resulting in many public-domain codes and commercial softwares. Due to their working with a population of solutions in each iteration, EMO methods can be applied to solve other problems which are not multi-objective in nature, thereby allowing a flexible and alternate solution approach to many practical problems. Basic EMO methods are extended to address various different problem-solving tasks, such as, constrained problems, dynamic optimization problems, hierarchical problems, large-scale problems, many-objective problems with 5-15 objectives, mixed-integer programming problems, etc. Recently, interactive EMO methods are proposed to address multi-objective optimization and multi-criterion decision-making problems together. EMO obtained solutions are mined to extract variable patterns stored in them, making such extracted information vital knowledge for solving the problem. In this talk, a number of key advanced topics of EMO research and application will be presented with practical case studies. </p> <p class="MsoNormal"> <br/> </p> </div> <div class="row lecture__section"> <h2>About this Lecture</h2> <span> <strong>Number of Slides: </strong> 50</span><br/> <span> <strong>Duration: </strong> 50 minutes </span><br/> <span> <strong>Languages Available: </strong> English</span><br/> <span> <strong>Last Updated: </strong> <span id="lecDate"></span> </span> </div> <div class="row lecture__section"> <h2>Request this Lecture</h2> <p>To request this particular lecture, please complete this <a href="https://services.acm.org/public/speakers/request_lecture.cfm?lecture_id=15665" target="_blank">online form.</a> </p> </div> <div class="row lecture__section"> <h2>Request a Tour</h2> <p>To request a tour with this speaker, please complete this <a href="https://services.acm.org/public/speakers/request_tour.cfm?lecturer_id=18888" target="_blank">online form.</a> </p> 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