From 4b206306989064a22b7316dcab95976ed65d8893 Mon Sep 17 00:00:00 2001 From: "Matthias K. Hoffmann" Date: Fri, 9 Apr 2021 12:03:09 +0200 Subject: [PATCH 01/14] Fixed some stuff in interactivity tool --- InteractivityTool/ParetoInteractivity2D.mlapp | Bin 49387 -> 64099 bytes InteractivityTool/ParetoInteractivity3D.mlapp | Bin 102577 -> 147664 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/InteractivityTool/ParetoInteractivity2D.mlapp b/InteractivityTool/ParetoInteractivity2D.mlapp index 794970ac2c427dc61e65b39dc993cf1865fa7978..e088491603f1fc089e76b6c93773b3d4d273b9ba 100644 GIT binary patch delta 49273 zcmV(vK283rmYhN(+gyhzN-Yv;6-Y15$NJMJfAm2Yg>m#jjpro2_Xu3z5NS`)z_n&uZW#s9pEQT*rqG;iH)Rh(jEp4AMK!a?8Xg!*G9meVT%jF)5Y zr7KiKTNOo~oBi-{j(OqW822Y{rkq93^B2p201WqJUBIusp!oB5me<|MvzXH($g+EC&*qBZui`#;@_uf=wi z(HxdEL981ak!{?MCOD|Fp)d!i%VADw4|kehG3g}6zBlnw9sI-POp`5dJDM0~4ox8-bHm0F+OvT0 zC%yC2&-%Zd{yPqKz>iioo8r`3JRxOO!CipFHPH&>ENstq@xpFXg7`98A zw@7~)s!6SA{`hl!Q-8v-S-m*6chgA)Y3#H1DXF!=6^qaqbdWVeZpbABfi}~1-gCtB 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Hoffmann" Date: Thu, 15 Apr 2021 09:15:35 +0200 Subject: [PATCH 02/14] ASBI added to standard FDS methods --- @ParetoController/ParetoController.m | 12 +- @ParetoController/determineASBI.m | 205 +++++++++++++++++++++++++++ @ParetoController/prepareASBI.m | 74 ++++++++++ 3 files changed, 286 insertions(+), 5 deletions(-) create mode 100644 @ParetoController/determineASBI.m create mode 100644 @ParetoController/prepareASBI.m diff --git a/@ParetoController/ParetoController.m b/@ParetoController/ParetoController.m index b787fb5..c8f2b6d 100644 --- a/@ParetoController/ParetoController.m +++ b/@ParetoController/ParetoController.m @@ -185,10 +185,10 @@ function addCostFunction(obj, name, costFunctionInstance, defaultWeight ) % string is 'auto' the optimizer corresponding to the front determination scheme is % called. - if nargin == 5 && isequal(this.config.preperationMethod,'auto') + if nargin == 5 && isequal(this.config.preparationMethod,'auto') method = this.config.frontDeterminationScheme; elseif nargin == 5 - method = this.config.preperationMethod; + method = this.config.preparationMethod; end if isa(method, 'function_handle') @@ -198,7 +198,7 @@ function addCostFunction(obj, name, costFunctionInstance, defaultWeight ) if ismethod(this, optimizerMethod) optimizer = ParetoController.(optimizerMethod)(this, optimizeConstraints, costExpressions, agent, extremePoints); else - error("No function handle given for front determination scheme! Try 'AWDS', 'NBI', 'FPBI'!") + error("No function handle given for front determination scheme! Try 'AWDS', 'NBI', 'FPBI', 'ASBI'!") end end end @@ -245,7 +245,7 @@ function addCostFunction(obj, name, costFunctionInstance, defaultWeight ) if ismethod(this, FDS) [inputs, slacks, front, parametersFDS] = ParetoController.(FDS)(this, agent, optimizer, extremePoints, chosenParameters); else - error("No function handle given for metric function! Try 'AWDS', 'NBI' or 'FPBI'.") + error("No function handle given for metric function! Try 'AWDS', 'NBI', 'FPBI' or 'ASBI'.") end end inputs = [inputsEP; inputs]; @@ -287,6 +287,7 @@ function clear(this) optimizer = prepareNBI(paretoObj, optimizeConstraints, costExpressions, agent, extremePoints) optimizer = prepareFPBI(paretoObj, optimizeConstraints, costExpressions, agent, extremePoints) optimizer = prepareWS(paretoObj, optimizeConstraints, costExpressions, agent, utopia, nadir, additionalSymbols, additionalCostExpression) + optimizer = prepareASBI(paretoObj, optimizeConstraints, costExpressions, agent, ~) % extreme point functions [extremePoints, inputsEP, slacksEP, parametersEP] = initializeMWA(paretoObj, optimizeConstraints, costExpressions, agent); @@ -297,6 +298,7 @@ function clear(this) [inputs, slacks, front, parameters] = determineAWDS(this, agent, optimizer, extremePoints, chosenParameters); [inputs, slacks, front, parameters] = determineNBI(this, agent, optimizer, extremePoints, chosenParameters); [inputs, slacks, front, parameters] = determineFPBI(this, agent, optimizer, extremePoints, chosenParameters); + [inputs, slacks, front, parameters] = determineASBI(this, agent, optimizer, extremePoints, chosenParameters); % metric functions [idx,utility] = selectCUP(varargin); @@ -311,7 +313,7 @@ function clear(this) config.distance2AllMin = []; config.interactivity = false; config.plotLabels = {}; - config.preperationMethod = 'auto'; + config.preparationMethod = 'auto'; config.extremePointFunction = 'MWAN'; config.metricFunction = 'CUP'; config.frontDeterminationScheme = 'FPBI'; diff --git a/@ParetoController/determineASBI.m b/@ParetoController/determineASBI.m new file mode 100644 index 0000000..3499238 --- /dev/null +++ b/@ParetoController/determineASBI.m @@ -0,0 +1,205 @@ +function [inputs, slacks, front, parameters] = determineASBI(paretoObj, agent, optimizer, extremePoints, preselectedParameters) +% ASBI: Adaptive Search Boundary Intersection. Function for evaluating an evenly +% distributed Pareto front. Recursive approach +% +% Input: +% paretoObj: The ParetoController object calling this function. +% agent: Agent object that this timestep is evaluated for. +% optimizer: YALMIP optimizer object for this determination method. +% extremePoints: Extreme Points found by an initialization algorithm, +% e.g. 'lexicographic'. Points minimizing exactly one cost function. +% preselectedParameters: Given when the paretoParameters are already fixed. If given, +% this function will only call the optimizer with these parameters. +% +% Output: +% front: Pareto optimal points. +% inputs: All possible inputs u determined by evaluating different Pareto-optimal points. +% slacks: Slack variables for every Pareto optimal point. +% parameters: Evaluated paretoParameters for logging purposes. + +if nargin == 4 || isempty(preselectedParameters) + paretoObj.paretoCurrentStep = 0; + front = extremePoints; + paretoObj.evaluatedPoints = extremePoints; + numEP = size(extremePoints,1); + + % if the minimal distance to all other Pareto-optimal points is not set it + % is set to a default values of 1/5 of the minimal distance ratio + if isempty(paretoObj.config.distance2AllMin) + paretoObj.config.distance2AllMin = paretoObj.config.drMin/5; + end + + % get the number of unique Pareto-optimal points + numPoints = size(unique(front,'rows'),1); + + % if the number of points is less than the number of conflicting objectives the ASBI + % cannot be applied + if numPoints < numel(paretoObj.status.conflictingObj) + warning("Not enough points found for AWDS! :(") + inputs = []; + paretoParameters = []; + slacks = []; + return + end + + % get all possible recombinations, if more than n EP candidates are given + recombinations = nchoosek( 1:(numPoints), numel(paretoObj.status.conflictingObj) ); + inputs = []; + paretoParameters = []; + slacks = []; + + % do ASBI for all combinations of candidates + for ii = 1:size(recombinations,1) + [frontTemp, inputsTemp, slacksTemp, evaluatedWeightsTemp] = evaluateParetoFront(paretoObj, agent, optimizer, front(recombinations(ii,:),:), Inf); + front = [front; frontTemp]; + inputs = [inputs; inputsTemp]; + paretoParameters = [paretoParameters; evaluatedWeightsTemp]; + slacks = [slacks, slacksTemp]; + end + + % eliminate all weakly Pareto-optimal points + filteredFront = ParetoController.paretoFilter(paretoObj, front, 1:numEP); + front = front(filteredFront,:); + + filteredPIS = filteredFront - numEP; + filteredPIS(filteredPIS <= 0) = []; + parameters = paretoParameters(filteredPIS,:); + inputs = inputs(filteredPIS); + slacks = slacks(filteredPIS); + +elseif nargin == 5 + optOut = optimizer(preselectedParameters); + + [front, inputs, slacks] = paretoObj.calculateUnnormedObjectiveValues(optOut, agent); + parameters = preselectedParameters; +else + error("Input error in determineAWDS, not enough inputs.") +end + +paretoObj.paretoCurrentStep = []; + +end + +%% +function [points, inputs, slacks, paretoParameters] = evaluateParetoFront(paretoObj, agent, optimizer, parents, drPrev) +% Recursive function for evaluating the Pareto front. Takes n parents defining a +% hyperplane. The starting point is the midpoint of all n parents, the search direction is +% the normal vector of the hyperplane. + +nConflict = numel(paretoObj.status.conflictingObj); +paretoObj.paretoCurrentStep = paretoObj.paretoCurrentStep + 1; +agent.simulation.updateProgress(); + +newParameters = computeParetoParameters(parents, paretoObj); + +% optimize with new paretoParameters for finding the optimal u +[optOut, feasibilityCode] = optimizer(newParameters); + +% skip the solution if the problem was infeasible +if feasibilityCode ~= 0 + warning("Yalmip error: " + yalmiperror(feasibilityCode)) + points = []; + paretoParameters = []; + inputs = []; + slacks = []; + return +end + +[J_opt, u, sl] = calculateUnnormedObjectiveValues(paretoObj, optOut, agent); + +% calculate the minimal distance to all other Pareto-optimal points +distance2All = minDistance2all(J_opt, paretoObj); + +if distance2All <= paretoObj.config.distance2AllMin || isinf(distance2All) + % Check if there is a solution similar to the new one, since this would only result in + % more similar solutions. + points = []; + paretoParameters = []; + inputs = []; + slacks = []; + return +end +paretoObj.evaluatedPoints(end+1,:) = J_opt; + +% update the nadir point if the new point is bigger in one objective +if any(paretoObj.status.nadir < J_opt) + paretoObj.status.nadir = max([paretoObj.status.nadir; J_opt]); +end + +inputs = {u}; +slacks = {sl}; +points = J_opt; +paretoParameters = newParameters; + +% get the candidates for new parents +candidates = unique(parents,'rows','stable'); + +if size(candidates,1) < nConflict-1 + points = []; + paretoParameters = []; + inputs = []; + slacks = []; + return +end + +recombinations = nchoosek( 1:(size(candidates,1)), nConflict - 1); + +for jj = 1:size(recombinations,1) + newParents = [candidates(recombinations(jj,:),:); J_opt]; + prevPoints = parents; + + if isempty(prevPoints) + continue + end + + dr = distance_ratio(prevPoints, J_opt, paretoObj); + + if dr <= paretoObj.config.drMin + % Distance ratio is used to predict whether new solutions will be found + continue + end + + [newJ_opt, u, newSlacks, JOptParameters] = evaluateParetoFront(paretoObj, agent, optimizer, newParents, dr); + + inputs = [inputs; u]; + slacks = [slacks; newSlacks]; + points = [points; newJ_opt]; + paretoParameters = [paretoParameters; JOptParameters]; +end +end + +%% +function [paretoParameters] = computeParetoParameters(hyperpoints, paretoObj) + +normedHyperpoints = ParetoController.ParetoNormalization(hyperpoints, paretoObj); +midpoint = mean(normedHyperpoints); +searchDirection = null(normedHyperpoints(2:end,:)-normedHyperpoints(1,:))'; + +paretoParameters = [midpoint, searchDirection]; +end + +%% +function dr = distance_ratio(previousPoints, newPoint, paretoObj) +% calculates the distance ratio between previously found solutions and the +% new solution. in the case of n = 2 dimensions, distance ratio is equal to +% the euclidian distance in normalized (decision) space. +numParents = numel(paretoObj.status.conflictingObj); +r = paretoObj.status.nadir - paretoObj.status.utopia; +dr = 0; + +for p=1:numParents-1 + dr = dr + norm( (newPoint - previousPoints(p, :))./ r ); +end + +dr = dr/(numParents-1); + +end + +%% +function distance2All = minDistance2all(newPoint, paretoObj) +% Calculates the minimal distance to any previously found solution. +% Prevents accumulation of similar solutions. +checkPoints = ParetoController.ParetoNormalization(paretoObj.evaluatedPoints, paretoObj); +distance2All = min(vecnorm(checkPoints - ParetoController.ParetoNormalization(newPoint, paretoObj),2,2)); + +end \ No newline at end of file diff --git a/@ParetoController/prepareASBI.m b/@ParetoController/prepareASBI.m new file mode 100644 index 0000000..0413d6e --- /dev/null +++ b/@ParetoController/prepareASBI.m @@ -0,0 +1,74 @@ +function optimizerASBI = prepareASBI(paretoObj, optimizeConstraints, costExpressions, agent, ~) +% Generate the optimizer used in the ASBI method +persistent l f vectorStartingPoint searchVector normalVector + +if agent.config.debugMode + options = {'solver', agent.config.solver, 'cachesolvers', 1, 'debug', 1, 'verbose', 2,'convertconvexquad', 1,'showprogress', 1}; +else + options = {'solver', agent.config.solver, 'cachesolvers', 1, 'debug', 0, 'verbose', 0,'convertconvexquad', 1}; +end + +options = [options, agent.config.solverOptions]; +yalmipOptions = sdpsettings( options{:} ); +output = {agent.model.u}; +slackVariableNames = fieldnames(paretoObj.slackVariables); + +for idx=1:length(slackVariableNames) + output{end+1} = paretoObj.slackVariables.(slackVariableNames{idx}); +end + +if isempty(l) + l = sdpvar(1); +end + +conflictingObj = paretoObj.status.conflictingObj; +nCostFunction = numel(paretoObj.costFunctions); + +% generate normalized cost expressions +f = [costExpressions{:}]; +f(conflictingObj) = ParetoController.ParetoNormalization([costExpressions{conflictingObj}],paretoObj); + +% starting point from where the search vector is starting +if isempty(vectorStartingPoint) + vectorStartingPoint = sdpvar(1,nCostFunction); +end + +% normal vector = search direction +if isempty(normalVector) + normalVector = sdpvar(1,nCostFunction); +end + +% search vector is parallel to the normal vector +if isempty(searchVector) + searchVector = sdpvar(1,nCostFunction); +end + +ASBIConstraints = [(vectorStartingPoint(conflictingObj) + searchVector >= f(conflictingObj)):'ASBI Constraint', ... + (searchVector == l * normalVector):'search vector parallel to normal vector']; +ASBISymbols = [vectorStartingPoint(conflictingObj) normalVector(conflictingObj)]; + +noRedundancy = isempty(paretoObj.status.redundantObj) && isempty(paretoObj.status.independantObj); + +if noRedundancy && isempty(paretoObj.config.ignoreInPareto) + optimizerASBI = optimizer([optimizeConstraints; ASBIConstraints], searchVector*... + ones(nCostFunction,1), yalmipOptions, ASBISymbols, output); + +else + addedObj = 0; + if ~isempty(paretoObj.status.independantObj) + addedObj = addedObj + paretoObj.config.indepWeight*... + f(paretoObj.status.independantObj)*ones(numel(paretoObj.status.independantObj),1); + end + if ~isempty(paretoObj.status.redundantObj) + addedObj = addedObj + paretoObj.config.redundantWeight*... + f(paretoObj.status.redundantObj)*ones(numel(paretoObj.status.redundantObj),1); + end + if ~isempty(paretoObj.config.ignoreInPareto) + addedObj = addedObj + f(paretoObj.config.ignoreInPareto)*paretoObj.defaultWeights(paretoObj.config.ignoreInPareto)'; + end + + optimizerASBI = optimizer([optimizeConstraints; ASBIConstraints], sum(searchVector) + addedObj, ... + yalmipOptions, ASBISymbols, output); +end + +end \ No newline at end of file From 4c597820ada38a295e75ddaf63151fb37457ee46 Mon Sep 17 00:00:00 2001 From: "Matthias K. Hoffmann" Date: Wed, 5 May 2021 12:17:26 +0200 Subject: [PATCH 03/14] minor changes --- @ParetoController/prepareASBI.m | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/@ParetoController/prepareASBI.m b/@ParetoController/prepareASBI.m index 0413d6e..d111d09 100644 --- a/@ParetoController/prepareASBI.m +++ b/@ParetoController/prepareASBI.m @@ -35,16 +35,16 @@ % normal vector = search direction if isempty(normalVector) - normalVector = sdpvar(1,nCostFunction); + normalVector = sdpvar(1, nCostFunction); end % search vector is parallel to the normal vector if isempty(searchVector) - searchVector = sdpvar(1,nCostFunction); + searchVector = sdpvar(1, nCostFunction); end -ASBIConstraints = [(vectorStartingPoint(conflictingObj) + searchVector >= f(conflictingObj)):'ASBI Constraint', ... - (searchVector == l * normalVector):'search vector parallel to normal vector']; +ASBIConstraints = [(vectorStartingPoint(conflictingObj) + searchVector(conflictingObj) >= f(conflictingObj)):'ASBI Constraint', ... + (searchVector(conflictingObj) == l * normalVector(conflictingObj)):'search vector parallel to normal vector']; ASBISymbols = [vectorStartingPoint(conflictingObj) normalVector(conflictingObj)]; noRedundancy = isempty(paretoObj.status.redundantObj) && isempty(paretoObj.status.independantObj); From 7978e251c44739809c1ecd2b615e23336f165d7c Mon Sep 17 00:00:00 2001 From: "Matthias K. Hoffmann" Date: Wed, 5 May 2021 12:34:54 +0200 Subject: [PATCH 04/14] FPBI fixed, counter was wrong --- @ParetoController/determineFPBI.m | 11 +++++++---- 1 file changed, 7 insertions(+), 4 deletions(-) diff --git a/@ParetoController/determineFPBI.m b/@ParetoController/determineFPBI.m index 87bf014..6d2f649 100644 --- a/@ParetoController/determineFPBI.m +++ b/@ParetoController/determineFPBI.m @@ -16,6 +16,10 @@ paretoObj.paretoMaxStep = size(planePoints,1)-1; +front = []; +inputs = {}; +slacks = {}; + for i = 2:size(planePoints,1) paretoObj.paretoCurrentStep = i-1; agent.simulation.updateProgress(); @@ -26,11 +30,10 @@ % TODO schreibe NaN an zugehörige Stelle? continue end + + [front(end+1,:), inputs{end+1,1}, slacks{end+1,1}] = calculateUnnormedObjectiveValues(paretoObj, optOut, agent); - pos = i-1; - [front(pos,:), inputs{pos,1}, slacks{pos,1}] = calculateUnnormedObjectiveValues(paretoObj, optOut, agent); - - if isequal(front(pos,:),[0 0 0]) + if isequal(front(end,:),[0 0 0]) continue end From 4f6d299849e62c529e8b2abe414f386680af7032 Mon Sep 17 00:00:00 2001 From: "Matthias K. Hoffmann" Date: Thu, 6 May 2021 15:19:57 +0200 Subject: [PATCH 05/14] refactoring --- @ParetoController/prepareASBI.m | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/@ParetoController/prepareASBI.m b/@ParetoController/prepareASBI.m index d111d09..11366e3 100644 --- a/@ParetoController/prepareASBI.m +++ b/@ParetoController/prepareASBI.m @@ -50,7 +50,7 @@ noRedundancy = isempty(paretoObj.status.redundantObj) && isempty(paretoObj.status.independantObj); if noRedundancy && isempty(paretoObj.config.ignoreInPareto) - optimizerASBI = optimizer([optimizeConstraints; ASBIConstraints], searchVector*... + optimizerASBI = optimizer([optimizeConstraints; ASBIConstraints], searchVector *... ones(nCostFunction,1), yalmipOptions, ASBISymbols, output); else @@ -67,8 +67,8 @@ addedObj = addedObj + f(paretoObj.config.ignoreInPareto)*paretoObj.defaultWeights(paretoObj.config.ignoreInPareto)'; end - optimizerASBI = optimizer([optimizeConstraints; ASBIConstraints], sum(searchVector) + addedObj, ... - yalmipOptions, ASBISymbols, output); + optimizerASBI = optimizer([optimizeConstraints; ASBIConstraints], searchVector*... + ones(nCostFunction,1) + addedObj, yalmipOptions, ASBISymbols, output); end end \ No newline at end of file From d5c02f4631569d01b855c266dae533f31f8bc837 Mon Sep 17 00:00:00 2001 From: "Matthias K. Hoffmann" Date: Fri, 7 May 2021 15:35:58 +0200 Subject: [PATCH 06/14] Lex fixed and RoC changed to ignore concave parts --- @ParetoController/initializeLex.m | 9 ++++++--- @ParetoController/selectRoC.m | 18 ++++++++++-------- 2 files changed, 16 insertions(+), 11 deletions(-) diff --git a/@ParetoController/initializeLex.m b/@ParetoController/initializeLex.m index e4dc2db..d6cc0c3 100644 --- a/@ParetoController/initializeLex.m +++ b/@ParetoController/initializeLex.m @@ -36,13 +36,15 @@ sl = sdpvar(1,dim); end +% call all objectives for objective = 1:n - additionalConstraints = []; + additionalConstraints = [sl >= 0]; lastCostFcnValues = []; + % call all other objectives in lexicographic order for order = costFcnOrder(objective,:) - fullCostExpression = costExpressions{order} + sl*sl'*1e5; + fullCostExpression = costExpressions{order} + sl * ones(dim, 1) * 1e5; diagnostics = optimize([optimizeConstraints; additionalConstraints], fullCostExpression, yalmipOptions); if diagnostics.problem ~= 0 @@ -55,8 +57,9 @@ end lastCostFcnValues = costFcnValues; + % additional constraints on calculated objectives additionalConstraints = [additionalConstraints; costExpressions{order}/... - costFcnValues(costFcnOrder(objective,:) == order) <= 1 + sl(order)]; + costFcnValues(order) <= 1 + sl(order)]; end extremePoints(objective,:) = costFcnValues; diff --git a/@ParetoController/selectRoC.m b/@ParetoController/selectRoC.m index d018275..9f7f73e 100644 --- a/@ParetoController/selectRoC.m +++ b/@ParetoController/selectRoC.m @@ -25,24 +25,26 @@ radius = []; BP = ParetoController.getBorderPoints(normedFront); radius = NaN(size(normedFront,1),1); +center = []; -for i = ParetoController.paretoSetDiff(1:length(normedFront),[EP_pos,BP]) - AP = ParetoController.getAdjacentPoints(normedFront, normedFront(i,:), BP); +for iPoints = ParetoController.paretoSetDiff(1:length(normedFront),[EP_pos,BP]) + AP = ParetoController.getAdjacentPoints(normedFront, normedFront(iPoints,:), BP); if length(AP) == dim - center = (2*(normedFront(AP,:)-normedFront(i,:))\((vecnorm(normedFront(AP,:),2,2).^2-vecnorm(normedFront(i,:),2,2)^2)))'; + center(iPoints,:) = (2*(normedFront(AP,:)-normedFront(iPoints,:))\((vecnorm(normedFront(AP,:),2,2).^2-vecnorm(normedFront(iPoints,:),2,2)^2)))'; elseif length(AP) > dim - M = 2*(normedFront(AP,:)-normedFront(i,:)); - M_weight = M'*diag(1./vecnorm((normedFront(AP,:)-normedFront(i,:)),Inf,2)); - center = ((M_weight*M)\(M_weight)*((vecnorm(normedFront(AP,:),2,2).^2-vecnorm(normedFront(i,:),2,2)^2)))'; + M = 2*(normedFront(AP,:)-normedFront(iPoints,:)); + M_weight = M'*diag(1./vecnorm((normedFront(AP,:)-normedFront(iPoints,:)),Inf,2)); + center(iPoints,:) = ((M_weight*M)\(M_weight)*((vecnorm(normedFront(AP,:),2,2).^2-vecnorm(normedFront(iPoints,:),2,2)^2)))'; else continue; end - radius(i,:) = norm(normedFront(i,:)-center); + radius(iPoints,:) = norm(normedFront(iPoints,:)-center(iPoints,:)); end -% direction(EP_pos,:) = 0; +concave = all(center <= normedFront, 2); +radius(concave) = NaN; [~,idx] = min(radius); utility = radius; From c09507212a6aa3c2d035071280a63397965d148b Mon Sep 17 00:00:00 2001 From: "Matthias K. Hoffmann" Date: Mon, 17 May 2021 17:16:34 +0200 Subject: [PATCH 07/14] Some Bugfixes in Controllers --- @Controller/Controller.m | 3 +++ @ParetoController/selectRoC.m | 2 +- @SymbolicController/SymbolicController.m | 4 ++-- 3 files changed, 6 insertions(+), 3 deletions(-) diff --git a/@Controller/Controller.m b/@Controller/Controller.m index 365d40a..d5d1c6d 100644 --- a/@Controller/Controller.m +++ b/@Controller/Controller.m @@ -165,6 +165,9 @@ function compile(obj, model, agent, yalmipOptions) costFunction = costFunctionCell{1}; slacks = costFunction.getSlacks(model, agent, obj.paramSyms); + if isa(slacks, 'double') && isempty(slacks) + slacks = struct; + end obj.slackVariables = mergeStructs(obj.slackVariables, slacks); end diff --git a/@ParetoController/selectRoC.m b/@ParetoController/selectRoC.m index 9f7f73e..8ad0080 100644 --- a/@ParetoController/selectRoC.m +++ b/@ParetoController/selectRoC.m @@ -25,7 +25,7 @@ radius = []; BP = ParetoController.getBorderPoints(normedFront); radius = NaN(size(normedFront,1),1); -center = []; +center = NaN(size(normedFront,1),2); for iPoints = ParetoController.paretoSetDiff(1:length(normedFront),[EP_pos,BP]) AP = ParetoController.getAdjacentPoints(normedFront, normedFront(iPoints,:), BP); diff --git a/@SymbolicController/SymbolicController.m b/@SymbolicController/SymbolicController.m index 986ae40..a5aefc5 100644 --- a/@SymbolicController/SymbolicController.m +++ b/@SymbolicController/SymbolicController.m @@ -466,13 +466,13 @@ function buildDeltaConstraints(obj, model, T_s) if size(lb_, 2) == 1 lb_ = repmat(lb_, 1, N_horz - 1); end - lb_ = lb_ .* scale; + lb_ = lb_ .* scale(1:length(lb_)); % roll out UB and scale according to T_s and T_s_ref if size(ub_, 2) == 1 ub_ = repmat(ub_, 1, N_horz - 1); end - ub_ = ub_ .* scale; + ub_ = ub_ .* scale(1:length(lb_)); if iscell( model.(variable) ) variableSym = model.(variable){s}; From e0766d9fb6d96a51c2d2e0985d08fd5cbf59f661 Mon Sep 17 00:00:00 2001 From: Jens Engel Date: Mon, 17 May 2021 18:17:48 +0200 Subject: [PATCH 08/14] fixed delta constraints on input --- @ExplicitController/ExplicitController.m | 2 +- @SymbolicController/SymbolicController.m | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/@ExplicitController/ExplicitController.m b/@ExplicitController/ExplicitController.m index e841da8..090be03 100644 --- a/@ExplicitController/ExplicitController.m +++ b/@ExplicitController/ExplicitController.m @@ -381,7 +381,7 @@ function addConstraint(obj, arg) end % vector for scaling dx to appropriate time steps - scale = T_s/T_s_ref; + scale = T_s(1:N_horz-1)/T_s_ref; % dx/du consider N_horz-1 many steps, and N_horz is shorter for du if iscell( variableSym ) N_S = length( variableSym ); diff --git a/@SymbolicController/SymbolicController.m b/@SymbolicController/SymbolicController.m index 986ae40..d0183b2 100644 --- a/@SymbolicController/SymbolicController.m +++ b/@SymbolicController/SymbolicController.m @@ -440,7 +440,7 @@ function buildDeltaConstraints(obj, model, T_s) end % vector for scaling dx to appropriate time steps - scale = T_s/T_s_ref; + scale = T_s(1:N_horz-1)/T_s_ref; % dx/du consider N_horz-1 many steps, and N_horz is shorter for du if iscell( model.(variable) ) N_S = length( model.(variable) ); From a8e844192e733fa126e289f59a0720335b8cfe25 Mon Sep 17 00:00:00 2001 From: Jens Engel Date: Mon, 17 May 2021 18:24:26 +0200 Subject: [PATCH 09/14] added warning and check if cost function getSlacks does not return struct --- @Controller/Controller.m | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/@Controller/Controller.m b/@Controller/Controller.m index 365d40a..1e301c3 100644 --- a/@Controller/Controller.m +++ b/@Controller/Controller.m @@ -103,7 +103,7 @@ function addCostFunction(obj, name, costFunctionInstance, defaultWeight ) function addBoxConstraint(obj, variable, index, lb, ub) if variable ~= 'x' && variable ~= 'u' - warning("PARODIS Controller:addBoxConstraint variable not supported (x or u only)"); + w return end @@ -165,6 +165,10 @@ function compile(obj, model, agent, yalmipOptions) costFunction = costFunctionCell{1}; slacks = costFunction.getSlacks(model, agent, obj.paramSyms); + if ~isa(slacks, 'struct') + warning("PARODIS Controller:compile cost function getSlacks must return struct"); + continue; + end obj.slackVariables = mergeStructs(obj.slackVariables, slacks); end From 225f2cc9a6b23909ee367bea76bba4c00add9859 Mon Sep 17 00:00:00 2001 From: Jens Engel Date: Mon, 17 May 2021 18:26:37 +0200 Subject: [PATCH 10/14] getSlacks and getConstraints in cost function now have base implementation --- @CostFunction/CostFunction.m | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/@CostFunction/CostFunction.m b/@CostFunction/CostFunction.m index 52c53f4..f8ee345 100644 --- a/@CostFunction/CostFunction.m +++ b/@CostFunction/CostFunction.m @@ -2,15 +2,21 @@ % Abstract super class for implementation of cost functions methods (Abstract,Static) - % Function for introducing custom slacks and corresponding constraints - [slacks] = getSlacks(model, agent, params) - [constraints] = getConstraints(model, agent, slacks, params) % Function returning an expression for the cost function [expr] = buildExpression(x, u, d, params, Ns, slacks, T_s) end methods (Static) + % Function for introducing custom slacks and corresponding constraints + function [slacks] = getSlacks(model, agent, params) + slacks = struct; + end + + function [constraints] = getConstraints(model, agent, slacks, params) + constraints = []; + end + % Optional function for expression for a single scenario function [exprSingle] = buildExpressionSingleScen(x, u, d, params, slacks, T_s) exprSingle = []; From a3113181af862ba89a243a7776efd31c963700dd Mon Sep 17 00:00:00 2001 From: "Matthias K. Hoffmann" Date: Tue, 18 May 2021 14:56:25 +0200 Subject: [PATCH 11/14] Save Slacks as Struct Array --- @ParetoController/determineASBI.m | 2 +- @ParetoController/determineAWDS.m | 2 +- @ParetoController/determineFPBI.m | 14 +++++++------- @ParetoController/determineNBI.m | 2 +- @ParetoController/initializeLex.m | 3 +-- @ParetoController/initializeMWA.m | 3 +-- @ParetoController/initializeMWAN.m | 3 +-- 7 files changed, 13 insertions(+), 16 deletions(-) diff --git a/@ParetoController/determineASBI.m b/@ParetoController/determineASBI.m index 3499238..8fb1572 100644 --- a/@ParetoController/determineASBI.m +++ b/@ParetoController/determineASBI.m @@ -127,7 +127,7 @@ end inputs = {u}; -slacks = {sl}; +slacks = [sl]; points = J_opt; paretoParameters = newParameters; diff --git a/@ParetoController/determineAWDS.m b/@ParetoController/determineAWDS.m index ed9bf1e..c9ee938 100644 --- a/@ParetoController/determineAWDS.m +++ b/@ParetoController/determineAWDS.m @@ -139,7 +139,7 @@ end inputs = {u}; -slacks = {sl}; +slacks = [sl]; points = J_opt; weights = newWeight; diff --git a/@ParetoController/determineFPBI.m b/@ParetoController/determineFPBI.m index 8e6cd68..d95b175 100644 --- a/@ParetoController/determineFPBI.m +++ b/@ParetoController/determineFPBI.m @@ -17,25 +17,25 @@ front = []; inputs = {}; -slacks = {}; -for i = 2:size(planePoints,1) - paretoObj.paretoCurrentStep = i-1; +for iParetoStep = 2:size(planePoints,1) + paretoObj.paretoCurrentStep = iParetoStep - 1; agent.simulation.updateProgress(); - [optOut, feasibilityCode] = optimizer(planePoints(i,:)); + [optOut, feasibilityCode] = optimizer(planePoints(iParetoStep,:)); if feasibilityCode ~= 0 continue end - - [front(end+1,:), inputs{end+1,1}, slacks{end+1,1}] = calculateUnnormedObjectiveValues(paretoObj, optOut, agent); + + [front(iParetoStep,:), inputs{iParetoStep,1}, slacks(iParetoStep,1)] = calculateUnnormedObjectiveValues(... + paretoObj, optOut, agent); if isequal(front(end,:),[0 0 0]) continue end - startingPoints = [startingPoints; planePoints(i,:)]; + startingPoints = [startingPoints; planePoints(iParetoStep,:)]; end paretoObj.status.nadir = max(front); diff --git a/@ParetoController/determineNBI.m b/@ParetoController/determineNBI.m index 93762ce..458441f 100644 --- a/@ParetoController/determineNBI.m +++ b/@ParetoController/determineNBI.m @@ -42,7 +42,7 @@ end pos = i-n; - [front(pos,:), inputs{pos,1}, slacks{pos,1}] = calculateUnnormedObjectiveValues(paretoObj, optOut, agent); + [front(pos,:), inputs{pos,1}, slacks(pos,1)] = calculateUnnormedObjectiveValues(paretoObj, optOut, agent); if isequal(front(pos,:),[0 0 0]) continue diff --git a/@ParetoController/initializeLex.m b/@ParetoController/initializeLex.m index d6cc0c3..ea1e3cc 100644 --- a/@ParetoController/initializeLex.m +++ b/@ParetoController/initializeLex.m @@ -19,7 +19,6 @@ extremePoints = zeros(n); % array with extreme points inputsEP = cell(n,1); -slacksEP = cell(n,1); weightsEP = eye(n); % array with weights as row vector, only weighting one objective costFcnOrderIdc = zeros(n); % order in which objective functions are used @@ -71,7 +70,7 @@ fillSlacks.(slackVariableNames{idx}) = value(agent.controller.slackVariables.(slackVariableNames{idx})); end - slacksEP{objective,1} = fillSlacks; + slacksEP(objective,1) = fillSlacks; end paretoObj.status.utopia = min(extremePoints); diff --git a/@ParetoController/initializeMWA.m b/@ParetoController/initializeMWA.m index d5c9314..1e915b4 100644 --- a/@ParetoController/initializeMWA.m +++ b/@ParetoController/initializeMWA.m @@ -7,7 +7,6 @@ n = numel(paretoObj.status.conflictingObj); extremePoints = zeros(n); inputsEP = cell(n,1); -slacksEP = cell(n,1); weights = eye(n); weights(weights == 0) = paretoObj.config.MWAweights; @@ -20,7 +19,7 @@ for objective = 1:n optOut = optimizer(weights(objective,:)); - [extremePoints(objective,:), inputsEP{objective,1}, slacksEP{objective,1}] = calculateUnnormedObjectiveValues(paretoObj, optOut, agent); + [extremePoints(objective,:), inputsEP{objective,1}, slacksEP(objective,1)] = calculateUnnormedObjectiveValues(paretoObj, optOut, agent); end paretoObj.status.utopia = min(extremePoints); diff --git a/@ParetoController/initializeMWAN.m b/@ParetoController/initializeMWAN.m index c71482d..2920f85 100644 --- a/@ParetoController/initializeMWAN.m +++ b/@ParetoController/initializeMWAN.m @@ -8,7 +8,6 @@ UPNP = zeros(n); extremePoints = zeros(n); inputsEP = cell(n,1); -slacksEP = cell(n,1); weights = eye(n); @@ -35,7 +34,7 @@ for objective = 1:n optOut = optimizer(weights(objective,:)); - [extremePoints(objective,:), inputsEP{objective,1}, slacksEP{objective,1}] = paretoObj.calculateUnnormedObjectiveValues(optOut, agent); + [extremePoints(objective,:), inputsEP{objective,1}, slacksEP(objective,1)] = paretoObj.calculateUnnormedObjectiveValues(optOut, agent); end paretoObj.status.nadir = max(extremePoints); From 442dd8a1b451c5af91e2caa2fd8acf96203275a1 Mon Sep 17 00:00:00 2001 From: "Matthias K. Hoffmann" Date: Tue, 18 May 2021 15:49:50 +0200 Subject: [PATCH 12/14] Double entry of chosen parameters deleted --- @ParetoController/ParetoController.m | 1 - 1 file changed, 1 deletion(-) diff --git a/@ParetoController/ParetoController.m b/@ParetoController/ParetoController.m index c8f2b6d..5ee3831 100644 --- a/@ParetoController/ParetoController.m +++ b/@ParetoController/ParetoController.m @@ -159,7 +159,6 @@ function addCostFunction(obj, name, costFunctionInstance, defaultWeight ) slackValues = slacks(idx,:); chosenParameters = paretoParameters(idx,:); chosenSolution = front(idx,:); - agent.status.chosenWeights = paretoParameters(idx,:); else [uPred, slackValues, chosenParameters, chosenSolution] = this.chooseSolution( agent, inputs, slacks, front, paretoParameters ); end From 177c35465f967e54cb6e00b493b8b2f94b089894 Mon Sep 17 00:00:00 2001 From: Jens Engel Date: Tue, 18 May 2021 17:12:08 +0200 Subject: [PATCH 13/14] fixed accidental code deletion --- @Controller/Controller.m | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/@Controller/Controller.m b/@Controller/Controller.m index c833329..3ce43e5 100644 --- a/@Controller/Controller.m +++ b/@Controller/Controller.m @@ -103,7 +103,7 @@ function addCostFunction(obj, name, costFunctionInstance, defaultWeight ) function addBoxConstraint(obj, variable, index, lb, ub) if variable ~= 'x' && variable ~= 'u' - w + warning("PARODIS Controller:addBoxConstraint variable not supported (x or u only)"); return end From e2b939e66af1e1cf50331b068e7e6255b587d53f Mon Sep 17 00:00:00 2001 From: Jens Engel Date: Tue, 18 May 2021 17:15:44 +0200 Subject: [PATCH 14/14] updated release version insimulation header --- @Simulation/Simulation.m | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/@Simulation/Simulation.m b/@Simulation/Simulation.m index bc5dcd9..254c0bb 100644 --- a/@Simulation/Simulation.m +++ b/@Simulation/Simulation.m @@ -813,8 +813,8 @@ function debugDisp(this, message) methods (Static) function printHeader() - version = '1.0'; - releaseDate = '2021-01-31'; + version = '1.0.2'; + releaseDate = '2021-05-18'; message = [ "-------------------------------------------------------------"; "PARODIS - Pareto Optimal MPC for Distributed Systems"; @@ -838,4 +838,4 @@ function printHeader() end end -end \ No newline at end of file +end