- NATURE AND
SCOPE OF OPERATION RESEARCH
- OPERATION
RESEARCH
- BY DR. SHASHI AGGARWAL ( UPDATED VIDEO WILL BE UPLOADED SHORTLY)
- INTRODUCTION
- SIMPLY BE VIEWED AS A SYSTEMATIC AND ANALYTICAL APPROACH TO DECISION
MAKING AND PROBLEM SOLVING
- O.R. AS TERMED IN THE USA,CANADA ,AFRICA,AUSTRALIA AND OPERATIONAL
RESEARCH AS TERMED IN THE EUROPE IS AN INTER DISCIPLINARY BRANCH OF
APPLIED MATHEMATICS THAT USE TECHNIQUES AND STATISTICS TO ARRIVE AT
OPTIMAL OR NEAR OPTIMAL SOLUTIONS TO COMPLEX PROBLEMS
- IT IS DISTINCT DISCIPLINE AND BUT IT HAS BECOME AN INTEGRAL PART OF
INDUSTRIAL ENGINEERING PROFESSION
- SOME OF THE PRIMARY TOOLS USED ARE STATISTICS,PROBABILITY THEORY,GAME
THEORY,GRAPH THEORY,DECISION THEORY AND OPTIMIZATION,
- HISTORY
- IT IS GENERALLY ACCEPTED THAT THE FIELD ORIGINATED IN ENGLAND DURING
WORLD WAR II. CHARLES BABBAGE( 1791 -1871) IS THE FATHER OF OPERATION
RESEARCH BECAUSE HIS RESEARCH INTO THE COST OF TRANSPORTATION AND SORTING
OF MAIL LED TO ENGLAND’S UNIVERSAL PENNY POST IN 1840
- MODERN OPERATION RESEARCH ORIGINATED AT THE BOWDSY RESEARCH STATION IN
UK IN 1937 TO ANALYZE AND IMPROVE THE WORKING OF THE UK’S EARLY WARNING
RADAR SYSTEM.
- IN INDIA OR SOCIETY FOUNDED IN1959 ALSO BECAME A MEMBER OF
INTERNATIONAL FEDERATION OF OR SOCIETIES IN1959 AND THE JOURNAL OPSEARCH
WAS PUBLISHED FOR THE FIRST TIME IN 1963.
- NATURE OF
OPERATION RESEARCH
- MAY BE VIEWED AS A SYSTEMATIC AND ANALYTICAL APPROACH TO DECISION
MAKING AND PROBLEM SOLVING. IT HELPS TO SEEK OPTIMAL SOLUTION TO A
PROBLEM.
- C.W. CHURCHMAN “ OPERATION RESEARCH IS THE APPLICATION OF SCIENTIFIC
TECHNIQUES AND TOOLS TO PROBLEMS INVOLVING THE OPERATION OF A SYSTEM SO AS
TO PROVIDE THOSE IN CONTROL OF THE SYSTEM WITH THE OPTIMAL SOLUTION TO THE
PROBLEM.
- P.H MORSE AND G.E. KIMBALL:OPERATION RESEARCH ISA SCIENTIFIC METHOD OF
PROVIDING EXECUTIVE DEPARTMENTS WITH A QUANTITATIVE BASIS FOR DECISION
REGARDING THEIR OPERATION UNDER THEIR CONTROL
- FEATURES
- SYSTEM ORIENTATION. STUDIES THE
PROBLEM INTO WHOLE: - STUDIES THE PROBLEM AS A WHOLE. THIS MEANS THAT ANY
ACTION OR ACTIVITY HAS SAME EFFECT ON THE OTHER PART OF THE ORGANIZATION.
THE OPTIMUM RESULT OF ONE PART OF A SYSTEM MAY NOT BE THE OPTIMUM FOR SOME
OTHER PART.
- INTERDISCIPLINARY TEAM APPROACH:-PERFORMED BY
A TEAM OF SCIENTISTS WHOSE INDIVIDUAL MEMBERS HAVE BEEN DRAWN FROM
DIFFERENT SCIENTIFIC AND ENGINEERING DISCIPLINE
- SCIENTIFIC APPROACH:-IS FORMALIZED
PROCESS OF REASONING AND UNDER THE OR PROBLEM IS TO BE ANALYZED AND
DEFINED CLEARLY
- DECISION MAKING:-DECISION
SCIENCE WHICH HELPS THE MANAGEMENT TO MAKE BETTER DECISIONS. DECISION
MAKING IS A SYSTEMATIC PROCESS AND CONSISTS OF THE FOLLOWING STEPS: -
DIAGNOSE, SELECT THE ALTERNATIVES AND DETERMINE THE MODEL TO BE USED,
EVALUATION AND SELECTING THE BEST AND THE OPTIMUM ALTERNATIVES.
- USE OF COMPUTERS:-
- OBJECTIVES: BEST AND THE
OPTIMAL SOLUTION
- QUANTITATIVE SOLUTIONS
- HUMAN FACTORS
- SCOPE
- FINANCE,BUDGETING
AND INVESTMENTS:-
- CASH FLOW
ANALYSIS, LONG RANGE CAPITAL REQUIREMENTS, INVESTMENT PORTFOLIOS, DIVIDEND
POLICIES.
·
PURCHASING AND PROCUREMENT AND EXPLORATION:
- DETERMINING
THE QUANTITY AND TIMING OF PURCHASE OF RM,MACHINERY ETC
- RULES FOR
BUYING AND SUPPLIER UNDER VARYING PRICES
- BIDDING
POLICIES
- EQUIPMENT
REPLACEMENT POLICIES
- DETERMINATION
OF QUANTITIES AND TIMING OF PURCHASE
- PRODUCTION MANAGEMENT:-
- PROJECT PLANNING: LOCATING AND SIZE OF WAREHOUSES,DISTRIBUTION
CENTRES,RETAIL OUTLET ETC
- DISTRIBUTION POLICY
3.
MANUFACTURING AND FACILITY PLANNING:-
- PRODUCTION SCHEDULING AND SEQUENCING
- PROJECT SCHEDULING AND ALLOCATION OF RESOURCES
- SELECTION AND LOCATION OF FACTORIES ,WAREHOUSE AND THEIR SIZES
- DETERMINING THE OPTIMAL PRODUCTION MIX
- MAINTENANCE CREW SIZES
- SCHEDULING AND SEQUENCING THE PRODUCTION RUN BY PROPER ALLOCATION OF
MACHINES
- MARKETING MANAGEMENT:-
- PRODUCT SELECTION,TIMING AND COMPETITIVE ACTIONS
- ADVERTISING STRATEGY AND CHOICE OF DIFFERENT MEDIA OF ADVERTISING
- NUMBER OF SALESMEN,FREQUENCY OF CALLING OF ACCOUNTS
- EFFECTIVENESS OF MARKET RESEARCH
- SIZE OF THE STOCK TO MEET THE FUTURE DEMAND
·
PERSONNEL MANAGEMENT:-
- RECRUITMENT POLICIES AND ASSIGNMENT OF JOBS
- SELECTION OF SUITABLE PERSONNEL WITH DUE CONSIDERATION FOR AGE AND
SKILL
- ESTABLISHING EQUITABLE BONUS SYSTEM
- RESEARCH AND DEVELOPMENT:-
- DETERMINING OF AREAS OF CONCENTRATION OF RESEARCH AND DEVELOPMENT
- RELIABILITY AND EVALUATION OF ALTERNATIVE DESIGNS
- CONTROL OF DEVELOPMENT PROJECT
- CO—ORDINATION OF MULTIPLE RESEARCH PROJECT
- DETERMINING OF TIME AND COST REQUIREMENTS
- TYPES OF OPERATION RESEARCH MODELS
- A MODEL IS A REPRESENTATION OF REALITY.
- PHYSICAL MODEL: - ALL FORMS OF DIAGRAMS, DRAWING, GRAPHS AND CHART.
- ICONIC MODELS –IMAGE OR LIKENESS OF AN OBJECT
- ANALOG MODELS :- CLOSELY ASSOCIATED WITH ICONIC MODELS
- MATHEMATICAL MODELS
- DETERMINISTIC MODELS
- PROBABILISTIC MODELS
- GENERAL MODELS
- SPECIFIC MODELS
- TOOLS OF
OPERATION RESEARCH
- LINEAR PROGRAMMING: THIS
TECHNIQUE IS USED TO FIND THE SOLUTION FOR OPTIMIZING A GIVEN OBJECTIVE.
OBJECTIVE MAY BE MAXIMIZING OR MINIMIZING COST. LINEAR PROGRAMMING
TECHNIQUE INVOLVE PRODUCT MIX AND DISTRIBUTING PROBLEMS OF ENTERPRISES.
LPP USED TO ALLOCATE SCARCE RESOURCES IN AN OPTIMUM MANNER IN PROBLEM OF
SCHEDULING.
- QUEUING THEORY:DEALS WITH THE
SITUATIONS IN WHICH QUEUE IS FORMED AND DIFFERENT TYPES OF SITUATIONS IN
WHICH QUEUE IS FORMED FOR EG CUSTOMERS,WAITING FOR SERVICE,MACHINE WAITING
FOR REPAIRING AND AIRCRAFT WAITING FOR LANDING.MINIMIZING THE OVER ALL
COST DUE TO SERVICING AND WAITING.
- INVENTORY CONTROL MODELS:INVENTORY
CONTROL HELP IN DECIDING REORDERING QUANTITY,REORDERING LEVEL AND OPTIMAL
ORDERING QUANTITY.
- NETWORK ANALYSIS: THIS MODEL
HELPS THE MANAGERS TO DETERMINE THE TOTAL PROJECT COMPLETION TIME,
PROBABILITY THAT A PROJECT WILL COMPLETED BY A CERTAIN DATE, LEAST COST
WAY OF SHORTENING TOTAL PROJECT COMPLETION TIME. PERT AND CPM AND OTHER
NET WORKING SUCH AS GANTT CHART.
- REPLACEMENT PROBLEMS:-THE THEORY
OF REPLACEMENT IS CONCERNED WITH SITUATIONS THAT ARISE WHEN SOME TIMES
SUCH AS MACHINES, MEN, ELECTRIC LIGHTS BULB OR ANY OTHER EQUIPMENT
REPLACEMENT DUE TO THEIR DECREASING EFFICIENCY, FAILURE OR BREAK DOWN. IT
HELPS TO SOLVE ALL REPLACEMENT PROBLEM,
- SEQUENCING: MODEL HAVE BEEN
DEVELOPED TO FIND A SEQUENCE FOR PROCESSING JOBS SO THE TOTAL ELAPSED TIME
FOR ALL THE JOBS WILL BE MINIMUM. ALSO HELPS TO RESOLVE THE CONFLICT BETWEEN THE
OBJECTIVE OF MAXIMIZING THE MACHINE UTILIZATION AND COMPLYING WITH
PREDETERMINED OBJECTIVES
- INTEGER PROGRAMMING: INTEGER MEANS
COMPLETE OR WHOLE NUMBER. MAJOR LIMITATION OF LINEAR MODELING IS THE
ASSUMPTIONS THAT ALL THE VARIABLES CAN TAKE ANY VALUES MAY BE DECIMAL OR
FRACTIONS. BY USING THE INTEGERS PROGRAMMING ALGORITHM A SERIES OF
CONTINUOUS LINEAR PROGRAMMING ARE SOLVED SUCH A WAY THAT SOLUTION
CONTAINING UNACCEPTABLE INTEGER VALUES ARE RULES OUT AND BEST HIGHER
PROGRAMMING SOLUTION IS OBTAINED.
- ASSIGNMENT PROBLEMS:-SPECIAL TYPE
OF LINEAR PROGRAMMING PROBLEM. DEALS IN ALLOCATING THE VARIOUS RESOURCES
OF ITEMS TO VARIOUS ACTIVITIES ON ONE TO ONE BASIS IN SUCH A WAY THAT THE
TIME OR COST INVLVED IS MINIMIZE.SALE OR PROFIT IS MAXIMIZED.
- TRANSPORT PROBLEMS:- DEALS WITH
THE TRANSPORTATION OF PRODUCT FROM
A NUMBER OF SOURCES WITH LIMITED SUPPLIES TO A NUMBER OF
DESTINATIONS WITH SPECIFIED DEMAND AT THE MINIMUM TOTAL TRANSPORTATION
COST.THE MAIN OBJECTIVE IS TO SCHEDULE SHIPMENT FROM SOURCES TO
DESTINATION IN SUCH A WAY AS TO MINIMIZE THE TOTAL TRANSPORT COST
- DECISION THEORY AND GAMES THEORY:-PRIMARILY
CONCERNED WITH DECISION MAKING UNDER CONDITIONS OF RISK AND UNCERTAINTY. WITH DECISION THEORY AND GAME THEORY ASSIST THE DECISION MAKER IN
ANALYZING PROBLEMS WITH NUMEROUS ALTERNATIVES COURSES OF ACTION ON THE
BASIS OF THE ABOVE TECHNIQUES.THE GAME THEORY ASSISTS THE DECISION MAKER TO
HAVE THE KNOWLEDGE OF COURSES OF ACTION AVAILABLE TO HIS OPPONENT. IN
DECISION THEORY WE USE DECISION TABLES AND DECISION TREES WHICH CAN BE
USED GRAPHICALLY REPRESENT AND SOLVE DECISION MAKING PROBLEM.
- MARKOV ANALYSIS: MARKOV ANALYSIS
PERMITS ONE TO PREDICT CHANGES OVER TIME WHEN INFORMATION ABOUT THE
BEHAVIOUR OF A SYSTEM IS KNOWN. MARKOV ANALYSIS WHICH IS BASED ON
PROBABILITY THEORY, ALLOWS A MANAGER TO DETERMINE SUCH INFORMATION AS FOR
PREDICTING FUTURE MARKET SHARES BOTH IN SHORT RUN AND LONG RUN.
- SIMULATION:-SIMULATION IS GENERAL TECHNIQUE THAT ALLOWS US TO DEVELOP A DYNAMIC
MODEL THAT ACT LIKE REAL PROCESS
- DYAN MIC PROGRAMMING:- WHEN WE
FACED WITH THE PROBLEM OF MULTIFACETED SOLUTION WHICH ARE INTER RELATED AND
ALMOST SIMILAR IN NATURE ,DIFFERING IN TIME AND SPACE LIKE SOLUTION OF
SUITABLE PRODUCT MIX,INVENTORY PLANNING CONTROL,REPLACEMENT OF
ASSETS,CHOICE OF SHORTEST ROUTE AND SIMILAR OTHER SITUATIONS.
- GOAL PROGRAMMING: CHARLES AND COOPER
DEVELOPED THE GOAL PROGRAMMING IN 1961 IN WHICH SEVERAL OBJECTIVES
FUNCTIONS ARE CONSIDERED. EACH OBJECTIVE FUNCTION HAS FIXED VALUE KNOWN AS TARGET AND THE GOAL
PROGRAMMING MODELS ARE DEVELOPED TO MINIMIZE DEVIATION FROM THESE TARGETS
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